AI News, Satellites, supercomputers, and machine learning provide real-time crop type data

Satellites, supercomputers, and machine learning provide real-time crop type data

'If we want to predict corn or soybean production for Illinois or the entire United States, we have to know where they are being grown,' says Kaiyu Guan, assistant professor in the Department of Natural Resources and Environmental Sciences at the University of Illinois, Blue Waters professor at the National Center for Supercomputing Applications (NCSA), and the principal investigator of the new study.

The researchers argue more timely estimates of crop areas could be used for a variety of monitoring and decision-making applications, including crop insurance, land rental, supply-chain logistics, commodity markets, and more.

'Deep learning approaches have just started to be applied for agricultural applications, and we foresee a huge potential of such technologies for future innovations in this area,' says Jian Peng, assistant professor in the Department of Computer Science at U of I, and a co-author and co-principal investigator of the new study.

Even though it was a relatively small area, analyzing 15 years of satellite data at a 30-meter resolution still required a supercomputer to process tens of terabytes of data.


But the new technique can distinguish the two major crops with 95 percent accuracy by the end of July for each field – just two or three months after planting and well before harvest.

The researchers argue more timely estimates of crop areas could be used for a variety of monitoring and decision-making applications, including crop insurance, land rental, supply-chain logistics, commodity markets, and more.

“Deep learning approaches have just started to be applied for agricultural applications, and we foresee a huge potential of such technologies for future innovations in this area,” says Jian Peng, assistant professor in the Department of Computer Science at U of I, and a co-author and co-principal investigator of the new study.

Even though it was a relatively small area, analyzing 15 years of satellite data at a 30-meter resolution still required a supercomputer to process tens of terabytes of data.

“Technology wise, being able to handle such a huge amount of data and apply an advanced machine-learning algorithm was a big challenge before, but now we have supercomputers and the skills to handle the dataset.” The team is now working on expanding the study area to the entire Corn Belt, and investigating further applications of the data, including yield and other quality estimates.

Satellites, Supercomputers, and Machine Learning Provide Real-Time Crop Type Data

Source: Lauren Quinn and Kaiyu Guan, University of Illinois “If we want to predict corn or soybean production for Illinois or the entire United States, we have to know where they are being grown,” says Kaiyu Guan, assistant professor in the Department of Natural Resources and Environmental Sciences at the University of Illinois, Blue Waters professor at the National Center for Supercomputing Applications (NCSA), and the principal investigator of the new study. The

researchers argue more timely estimates of crop areas could be used for a variety of monitoring and decision-making applications, including crop insurance, land rental, supply-chain logistics, commodity markets, and more. For

Image credit: Cai et al., 2018A set of satellites known as Landsat have been continuously circling the Earth for [over] 40 years, collecting images using sensors that represent different parts of the electromagnetic spectrum.

The researchers argue more timely estimates of crop areas could be used for a variety of monitoring and decision-making applications, including crop insurance, land rental, supply-chain logistics, commodity markets, and more.

“Deep learning approaches have just started to be applied for agricultural applications, and we foresee a huge potential of such technologies for future innovations in this area,” says Jian Peng, assistant professor in the Department of Computer Science at U of I, and a co-author and co-principal investigator of the new study.

“Technology wise, being able to handle such a huge amount of data and apply an advanced machine-learning algorithm was a big challenge before, but now we have supercomputers and the skills to handle the dataset.” The team is now working on expanding the study area to the entire Corn Belt, and investigating further applications of the data, including yield and other quality estimates.

Satellites, supercomputers, and machine learning provide real-time crop type data | News

'If we want to predict corn or soybean production for Illinois or the entire United States, we have to know where they are being grown,' says Kaiyu Guan, Blue Waters professor at the National Center for Supercomputing Applications (NCSA), assistant professor in the Department of Natural Resources and Environmental Sciences at the University of Illinois, and the principal investigator of the new study.

More timely estimates of crop areas could be used for a variety of monitoring and decision-making applications, including crop insurance, land rental, supply-chain logistics, commodity market future projections, and more.

Guan says most previous attempts to differentiate corn and soybean from these images were based on the visible and near-infrared part of the spectrum signal analysis, but his team decided to include something different.

These powerful computing resources at NCSA allowed Guan and his team to determine how the deep learning approach can be used for crop-type classification, and how early into the growing season this method can be applied for optimal accuracy of crop-type classification.

To validate the technique, the team used short-wave infrared (SWIR) data and other spectral data from three Landsat satellites over a 15-year period, and consistently picked up this leaf water status signal.

'Deep learning approaches have just started to be applied for agricultural applications, and we foresee a huge potential of such technologies for future innovations in this area,' says Jian Peng, a NCSA Faculty Fellow and assistant professor in the Department of Computer Science at University of Illinois, and a co-author and co-principal investigator of the new study.

Even though it was a relatively small area, analyzing 15 years of satellite data at a 30-meter resolution still required a supercomputer to process tens of terabytes of data.

Recent advances that were not possible without these resources include computationally designing the first set of antibody prototypes to detect the Ebola virus, simulating the HIV capsid, visualizing the formation of the first galaxies and exploding stars, and understanding how the layout of a city can impact supercell thunderstorms.

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Correlation maps to assess soybean yield from EVI data in Parana State, Brazil.

Effect of satellite formations and imaging modes on global albedo estimation.

Increase in fish catch after the cyclone Phailin in the northern Bay of Bengal lying adjacent to West Bengal coast - A case study.

Pre-melt-season sediment plume variability at Jokulsarlon, Iceland, a preliminary evaluation using in-situ spectroradiometry and satellite imagery.

Vertical migration of Karenia brevis in the northeastern Gulf of Mexico observed from glider measurements.

Long-term trend of Ulva prolifera blooms in the western Yellow Sea.

A hybrid method to estimate suspended particle sizes from satellite measurements over Bohai Sea and Yellow Sea.

Estimation of melt pond fraction over high-concentration Arctic sea ice using AMSR-E passive microwave data.

Generating high spatiotemporal resolution LAI based on MODIS/GF-1 data and combined Kriging-Cressman interpolation.

Models for estimating the leaf NDVI of japonica rice on a canopy scale by combining canopy NDVI and multisource environmental data in Northeast China.

The response of clouds and aerosols to cosmic ray decreases.

Spatial and temporal variations in high turbidity surface water off the Thule region, northwestern Greenland.

The accuracy of satellite-derived albedo for northern alpine and glaciated land covers.

Evolution of regional to global paddy rice mapping methods: A review.

Improving winter leaf area index estimation in coniferous forests and its significance in estimating the land surface albedo.

Automated mapping of soybean and corn using phenology.

Improving land cover classification using input variables derived from a geographically weighted principal components analysis.

Floristic composition and across-track reflectance gradient in Landsat images over Amazonian forests.

Impacts of spatial heterogeneity on crop area mapping in Canada using MODIS data.

Use of remotely sensed land surface temperature as a proxy for air temperatures at high elevations: Findings from a 5000m elevational transect across Kilimanjaro.

Ten years after Hurricane Katrina: monitoring recovery in New Orleans and the surrounding areas using remote sensing.

Derivation of rice crop calendar and evaluation of crop phenometrics and latitudinal relationship for major south and south-east Asian countries: A remote sensing approach.

The empirical correlations between PM2.5, PM10 and AOD in the Beijing metropolitan region and the PM2.5, PM10 distributions retrieved by MODIS.

PHASE: A geostatistical model for the Kriging-based spatial prediction of crop phenology using public phenological and climatological observations.

Cropping intensity and seasonality parameters across Asia extracted by multi-temporal SPOT vegetation data.

Gas-driven lava lake fluctuations at Erta 'Ale volcano (Ethiopia) revealed by MODIS measurements.

Formation processes of sea ice floe size distribution in the interior pack and its relationship to the marginal ice zone off East Antarctica.

A web-based application for beekeepers to visualise patterns of growth in floral resources using MODIS data.

A new method for drought monitoring based on land surface energy balance and its preliminary application to the Hedong region of Gansu province.

On the potential of an RST-based analysis of the MODIS-derived chl-a product over Condor seamount and surrounding areas (Azores, NE Atlantic).

Continuous monitoring of spectral albedo of snowed surfaces in Ny-lesund.

Trans-boundary aerosol transport during a winter haze episode in China revealed by ground-based Lidar and CALIPSO satellite.

Seasonal monitoring and estimation of regional aerosol distribution over Po valley, northern Italy, using a high-resolution MAIAC product.

On the influence of the diurnal variations of aerosol content to estimate direct aerosol radiative forcing using MODIS data.

Inter-comparison of model-simulated and satellite-retrieved componential aerosol optical depths in China.

Estimating urban ground-level PM10 using MODIS 3km AOD product and meteorological parameters from WRF model.

Time series trends of land surface temperatures in Egypt: a signal for global warming.

Aerosol types types and radiative forcing estimates over East Asia.

Assessing the suitability of GlobeLand30 for mapping land cover in Germany.

Improvement of ecological geographic regionalization based on remote sensing and canonical correspondence analysis: A case study in China.

Climate effects of the GlobeLand30 land cover dataset on the Beijing Climate Center climate model simulations.

Satellite chlorophyll fluorescence measurements reveal large-scale decoupling of photosynthesis and greenness dynamics in boreal evergreen forests.

Development of a remote sensing-based rice yield forecasting model.

Assessment of satellite-based aerosol optical depth using continuous lidar observation.

Research on aerosol profiles and parameterization scheme in Southeast China.

Dynamics and controls of urban heat sink and island phenomena in a desert city: Development of a local climate zone scheme using remotely-sensed inputs.

Satellite remote sensing of the island mass effect on the Sub-Antarctic Kerguelen Plateau, Southern Ocean.

Use of MODIS satellite images for detailed lake morphometry: Application to basins with large water level fluctuations.

A climatology of visible surface reflectance spectra.

A model-based framework for the quality assessment of surface albedo in situ measurement protocols.

High spatial resolution land use and land cover mapping wf the Brazilian Legal Amazon in 2008 using Landsat-5/TM and MODIS data.

An improved high spatial and temporal data fusion approach for combining Landsat and MODIS data to generate daily synthetic Landsat imagery.

Performance of operational satellite bio-optical algorithms in different water types in the southeastern Arabian Sea.

Narrowband shortwave minima in spectra of backscattered light from the sea obtained from ocean color scanners as a remote indication of algal blooms.

Detecting imprints of atmospheric waves in the Bering Sea with MODIS data.

Estimating total evaporation at the field scale using the SEBS model and data infilling procedures.

A novel MODIS algorithm to estimate chlorophyll a concentration in eutrophic turbid lakes.

The extent of edge effects in fragmented landscapes: Insights from satellite measurements of tree cover.

Real-time estimation of snow water equivalent in the Upper Colorado River Basin using MODIS-based SWE Reconstructions and SNOTEL data.

Studying the wintering conditions of winter crops from the satellite and ground-based observations (A case study for the Belgorod oblast).

Agriculture as a funding source of ISIS: A GIS and remote sensing analysis.

Estimating daily air temperatures over the Tibetan Plateau by dynamically integrating MODIS LST data.

Validation of MODIS cloud mask and multilayer flag using CloudSat-CALIPSO cloud profiles and a cross-reference of their cloud classifications.

A method for fire detection using Landsat 8 data.

Implementation of satellite based fractional water cover indices in the pan-Arctic region using AMSR-E and MODIS.

Land cover change detection by integrating object-based data blending model of Landsat and MODIS.

VIIRS-based remote sensing estimation of ground-level PM2.5 concentrations in Beijing-Tianjin-Hebei: A spatiotemporal statistical model.

Consistent land surface temperature data generation from irregularly spaced Landsat imagery.

Spectral considerations for modeling yield of canola.

A new algorithm for discriminating water sources from space: A case study for the southern Beaufort Sea using MODIS ocean color and SMOS salinity data.

Remote sensing reflectance anomalies in the ocean.

Consistent estimation of multiple parameters from MODIS top of atmosphere reflectance data using a coupled soil-canopy-atmosphere radiative transfer model.

Coarse scale in situ albedo observations over heterogeneous snow-free land surfaces and validation strategy: A case of MODIS albedo products preliminary validation over northern China.

Attributes of aerosol bound water soluble ions and carbon, and their relationships with AOD over the Brahmaputra Valley.

Regional prediction of carbon isotopes in soil carbonates for Asian dust source tracer.

On the relation of vegetation and southwest monsoon rainfall over Western Ghats, India.

Dynamics of particulate organic matter in a coastal system characterized by the occurrence of marine mucilage - A stable isotope study.

Intercomparison and assessment of long-term (2004-2013) multiple satellite aerosol products over two contrasting sites in South Africa.

Interannual variations in spring phenology and their response to climate change across the Tibetan Plateau from 1982 to 2013.

NDVI-based vegetation responses to climate change in an arid area of China.

Characterisation of spatial patterns of regional paddy rice with time series remotely sensed data.

Hydrological alterations from water infrastructure development in the Mekong floodplains.

Investigation of the atmospheric mesoscale circulation patterns and their simulation with WRF-CHEM model of the dust storm occurrence over the southern coast of the Caspian Sea.

Glacier area stability in the Central Karakoram National Park (Pakistan) in 2001-2010: The 'Karakoram Anomaly' in the spotlight.

Evaluating soil evaporation parameterizations at near-instantaneous scales using surface dryness indices.

Satellite analysis to identify changes and drivers of CyanoHABs dynamics in Lake Taihu.

A MODIS-based burned area assessment for Russian croplands: Mapping requirements and challenges.

Estimation of fraction of absorbed photosynthetically active radiation from multiple satellite data: Model development and validation.

Geospatial approach towards enumerative analysis of suspended sediment concentration for Ganges-Brahmaputra Bay.

A visualization tool for the kernel-driven model with improved ability in data analysis and kernel assessment.

A multi-scale spatiotemporal modeling approach to explore vegetation dynamics patterns under global climate change.

Satellite-measured atmospheric aerosol content in Korea: anthropogenic signals from decadal records.

Consistency of vegetation index seasonality across the Amazon rainforest.

L-band Synthetic Aperture Radar imagery performs better than optical datasets at retrieving woody fractional cover in deciduous, dry savannahs.

A comprehensive assessment of the correlations between field crop yields and commonly used MODIS products.

Estimating dissolved organic carbon concentration in turbid coastal waters using optical remote sensing observations.

Monitoring water turbidity and surface suspended sediment concentration of the Bagre Reservoir (Burkina Faso) using MODIS and field reflectance data.

Cattle stocking rates estimated in temperate intensive grasslands with a spring growth model derived from MODIS NDVI time-series.

Testing estimation of water surface in Italian rice district from MODIS satellite data.

Performance of vegetation indices from Landsat time series in deforestation monitoring.

Multidecadal analysis of forest growth and albedo in boreal Finland.

Enhancing the performance of regional land cover mapping.

A long-term simulation of forest carbon fluxes over the Qilian Mountains.

Analysis of the pattern of potential woody cover in Texas savanna.

Scaling estimates of vegetation structure in Amazonian tropical forests using multi-angle MODIS observations.

Glider and satellite high resolution monitoring of a mesoscale eddy in the algerian basin: Effects on the mixed layer depth and biochemistry.

Evapotranspiration dynamics and effects on groundwater recharge and discharge at an arid waste disposal site.

A comparative study of four approaches to assess phenology of Populus in a short-rotation coppice culture.

Aerosol optical depth distribution in extratropical cyclones over the Northern Hemisphere oceans.

A fusion approach of the improved Dubois model and best canopy water retrieval models to retrieve soil moisture through all maize growth stages from Radarsat-2 and Landsat-8 data.

Spatiotemporal dynamics of the climatic impacts on greenup date in the Tibetan Plateau.

Pedotransfer functions to estimate bulk density from soil properties and environmental covariates: Rio Doce basin.

Drought resistance across California ecosystems: evaluating changes in carbon dynamics using satellite imagery.

Spatial prediction of wheat septoria leaf blotch (Septoria tritici) disease severity in Central Ethiopia.

Snow data assimilation-constrained land initialization improves seasonal temperature prediction.

Evaluation of the Quality of NDVI3g Dataset against Collection 6 MODIS NDVI in Central Europe between 2000 and 2013.

Drought trends based on the VCI and its correlation with climate factors in the agricultural areas of China from 1982 to 2010.

A new seasonal-deciduous spring phenology submodel in the Community Land Model 4.5: impacts on carbon and water cycling under future climate scenarios.

Phenology and species determine growing-season albedo increase at the altitudinal limit of shrub growth in the sub-Arctic.

Global trends of aerosol optical thickness using the ensemble empirical mode decomposition method.

Environmental selection is a main driver of divergence in house sparrows (Passer domesticus) in Romania and Bulgaria.

Effect of land cover change on snow free surface albedo across the continental United States.

An oceanographic survey for oil spill monitoring and model forecasting validation using remote sensing and in situ data in the Mediterranean Sea.

Static and dynamic controls on fire activity at moderate spatial and temporal scales in the Alaskan boreal forest.

A global study of NDVI difference among moderate-resolution satellite sensors.

Merged dust climatology in Phoenix, Arizona based on satellite and station data.

Spatial heterogeneity of greening and browning between and within bioclimatic zones in northern West Siberia.

Primary productivity is weakly related to floristic alpha and beta diversity across Australia.

Detection of rice phenology through time series analysis of ground-based spectral index data.

Early spring post-fire snow albedo dynamics in high latitude boreal forests using Landsat-8 OLI data.

Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product.

Drought monitoring and performance evaluation of MODIS-based drought severity index (DSI) over Pakistan.

Monitoring daily evapotranspiration over two California vineyards using Landsat 8 in a multi-sensor data fusion approach.

Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine.

Evaluating Landsat 8 evapotranspiration for water use mapping in the Colorado River Basin.

Active fire detection using Landsat-8/OLI data.

Including land cover change in analysis of greenness trends using all available Landsat 5, 7, and 8 images: A case study from Guangzhou, China (2000-2014).

High-resolution WRF simulation of cloud properties over the super typhoon Haiyan: physics parameterizations and comparison against MODIS.

Evaluation of MODIS columnar aerosol retrievals using AERONET in semi-arid Nevada and California, USA, during the summer of 2012.

Surface suspended particulate matter concentration in the Taiwan Strait during summer and winter monsoons.

Study of aerosol optical properties during long-range transport of biomass burning from Canada to Central Europe in July 2013.

Effects of grazing intensity on soil organic carbon of rangelands in Xilin Gol League, Inner Mongolia, China.

Wet and dry patterns associated with ENSO events in the Sonoran Desert from, 2000-2015.

Effect of spatial image support in detecting long-term vegetation change from satellite time-series.

Developing the framework for a risk map for mite vectored viruses in wheat resulting from pre-harvest hail damage.

Modelling the upwelling offthe east Hainan Island coast in summer 2010.

A semianalytical algorithm for quantitatively estimating sediment and atmospheric deposition flux from MODIS-derived sea ice albedo in the Bohai Sea, China.

Bioclimatic envelope models predict a decrease in tropical forest carbon stocks with climate change in Madagascar.

Mapping Paddy Rice in China in 2002, 2005, 2010 and 2014 with MODIS Time Series.

Operational use of continuous surface fluorescence measurements offshore Rimini to validate satellite-derived chlorophyll observations.

Physical processes leading to the development of an anomalously large Cochlodinium polykrikoides bloom in the East sea/Japan sea.

Evaluating the level of agreement between human and time-lapse camera observations of understory plant phenology at multiple scales.

Urban heat island impacts on plant phenology: intra-urban variability and response to land cover.

Did the widespread haze pollution over China increase during the last decade?

An improvement of the Ts-NDVI space drought monitoring method and its applications in the Mongolian plateau with MODIS, 2000-2012.

Assessment of climate variability and land use effect on shallow lakes in temperate plains of Argentina.

Monitoring forest dynamics with multi-scale and time series imagery.

The microwave scattering characteristics of sea ice in the Bohai Sea.

Recultivation of abandoned agricultural lands in Ukraine: Patterns and drivers.

Satellite-derived high resolution PM2.5 concentrations in Yangtze River Delta Region of China using improved linear mixed effects model.

Forecasting the evolution of the sea ice in the Liaodong Bay using meteorological data.

Satellite observation of pollutant emissions from gas flaring activities near the Arctic.

Direct radiative effects of tropospheric aerosols on changes of global surface soil moisture.

Application of a sea surface temperature front composite algorithm in the Bohai, Yellow, and East China Seas.

Understanding spatio-temporal variation of vegetation phenology and rainfall seasonality in the monsoon Southeast Asia.

Mapping floods due to Hurricane Sandy using NPP VIIRS and ATMS data and geotagged Flickr imagery.

Digital thermal monitoring of the Amazon forest: an intercomparison of satellite and reanalysis products.

Demonstration of uncertainty resulting from MODerate resolution Imaging Spectroradiometer-like geometries: an albedo case study.

Assessment of temporal dynamics of snow cover and its validation with hydro-meteorological data in parts of Chenab Basin, western Himalayas.

Association of ecological factors with Rift Valley fever occurrence and mapping of risk zones in Kenya.

Estimating national-scale ground-level PM25 concentration in China using geographically weighted regression based on MODIS and MISR AOD.

Finding a needle by removing the haystack: A spatio-temporal normalization method for geophysical data.

Uncertainty analysis of the Operational Simplified Surface Energy Balance (SSEBop) model at multiple flux tower sites.

A spatiotemporal analysis of droughts and the influence of North Atlantic Oscillation in the Iberian Peninsula based on MODIS imagery.

An offline constrained data assimilation technique for aerosols: Improving GCM simulations over South Asia using observations from two satellite sensors.

Mapping regional distribution of land surface heat fluxes on the southern side of the central Himalayas using TESEBS.

Quantifying lava flow hazards in response to effusive eruption.

Impact of Land-Use and Land-Cover Change on urban air quality in representative cities of China.

Spatio-temporal variability of aerosols over East China inferred by merged visibility-GEOS-Chem aerosol optical depth.

scaling from camera plots to landscapes.

Trends and variability in extended ocean color time series in the main reproductive area of the Argentine hake, Merluccius hubbsi (Southwestern Atlantic Ocean).

Sampling errors in satellite-derived infrared sea-surface temperatures.

HOTMAP: Global hot target detection at moderate spatial resolution.

Uncertainty estimates of remote sensing reflectance derived from comparison of ocean color satellite data sets.

A semi-analytical scheme to estimate Secchi-disk depth from Landsat-8 measurements.

Latitudinal gradient of spruce forest understory and tundra phenology in Alaska as observed from satellite and ground-based data.

ASCAT MetOp-A diurnal backscatter observations of recent vegetation drought patterns over the contiguous US: An assessment of spatial extent and relationship with precipitation and crop yield.

The benefit of synthetically generated RapidEye and Landsat 8 data fusion time series for riparian forest disturbance monitoring.

Investigation of general indicators influencing on forest fire and its susceptibility modeling using different data mining techniques.

Evaluation of a rule-based compositing technique for Landsat-5 TM and Landsat-7 ETM+ images.

Developing indices of temporal dispersion and continuity to map natural vegetation.

Land surface phenology as an indicator of biodiversity patterns.

A simple smoother based on continuous wavelet transform: Comparative evaluation based on the fidelity, smoothness and efficiency in phenological estimation.

Scales and properties of cold filaments in the Benguela upwelling system off Luderitz.

Simulating aerosols over Arabian Peninsula with CHIMERE: Sensitivity to soil, surface parameters and anthropogenic emission inventories.

Characterization of aerosol episodes in the greater Mediterranean Sea area from satellite observations (2000-2007).

Predicting large wildfires across western North America by modeling seasonal variation in soil water balance.

Impact of coastline-intensive anthropogenic activities on the atmosphere from moderate resolution imaging spectroradiometer (MODIS) data in Dubai (2001-2014).

A data fusion-based drought index.

Retrieval of seasonal dynamics of forest understory reflectance from semiarid to boreal forests using MODIS BRDF data.

Tree mortality from an exceptional drought spanning mesic to semiarid ecoregions.

Fire disturbance effects on land surface albedo in Alaskan tundra.

Spatio-temporal variation in terminal drought over western India using dryness index derived from long-term MODIS data.

Modeling of maize gross primary production using MODIS imagery and flux tower data.

A Method for Deriving the Boundary Layer Mixing Height from MODIS Atmospheric Profile Data (vol 6, pg 1346, 2015).

Humid tropical forest disturbance alerts using Landsat data.

Air temperature field distribution estimations over a Chinese mega-city using MODIS land surface temperature data: the case of Shanghai.

Mapping paddy rice distribution using multi-temporal Landsat imagery in the Sanjiang Plain, northeast China.

Aboveground biomass production of a semi-arid southern African savanna: towards a new model.

Snow-covered area determination based on satellite-derived probabilistic snow cover maps.

Time-space characterization of vegetation in a semiarid mining area using empirical orthogonal function decomposition of MODIS NDVI time series.

Monthly land cover-specific evapotranspiration models derived from global eddy flux measurements and remote sensing data.

Satellite characterization of terrestrial drought over Xinjiang Uygur Autonomous Region of China over past three decades.

Automatic boosted flood mapping from satellite data.

Disaggregation of LST over India: comparative analysis of different vegetation indices.

Estimation of total available water in the soil layer by integrating actual evapotranspiration data in a remote sensing-driven soil water balance.

Comment on: Vegetation burning for game management in the UK uplands is increasing and overlaps spatially with soil carbon and protected areas.

Improving the accuracy of MODIS 8-day snow products with in situ temperature and precipitation data.

Variability of snow line elevation, snow cover area and depletion in the main Slovak basins in winters 2001-2014.

Upward transport of air mass during a generation of orographic waves in the UTLS over the Tibetan Plateau.

Iteratively reweighted unidirectional variational model for stripe non-uniformity correction.

Unidirectional total variation destriping using difference curvature in MODIS emissive bands.

An assessment of enhanced biogenic emissions influence on ozone formation in central Alberta, Canada.

Seasonal, interannual, and long-term variabilities in biomass burning activity over South Asia.

Global patterns and climate drivers of water-use efficiency in terrestrial ecosystems deduced from satellite-based datasets and carbon cycle models.

Improving spatial representation of soil moisture by integration of microwave observations and the temperature-vegetation-drought index derived from MODIS products.

Assessment of the effects of shelterbelts on crop yields at the regional scale in Northeast China.

Spatio-temporal variation and impact factors analysis of satellite-based aerosol optical depth over China from 2002 to 2015.

Modeling grassland aboveground biomass using a pure vegetation index.

Assimilating satellite imagery and visible-near infrared spectroscopy to model and map soil loss by water erosion in Australia.

Net ecosystem exchange of CO2 with rapidly changing high Arctic landscapes.

Optimizing the timing of water level recession for conservation of wintering geese in Dongting Lake, China.

Model simulations of heavy precipitation in Kashmir, India, in September 2014.

Potential promoted productivity and spatial patterns of medium- and low-yield cropland land in China.

A comparison of forest fire burned area indices based on HJ satellite data.

Assessment of solar energy potential over the United Arab Emirates using remote sensing and weather forecast data.

New satellite project Aerosol-UA: Remote sensing of aerosols in the terrestrial atmosphere.

An optical system for detecting and describing major algal blooms in coastal and oceanic waters around India.

Assessing the feasibility of integrating remote sensing and in-situ measurements in monitoring water quality status of Lake Chivero, Zimbabwe.

Spatio-temporal synoptic variability of aerosol optical depth and cloud properties over the Central North region of India through MODIS collection V satellite sensors.

Remote sensing of seasonal changes and disturbances in mangrove forest: a case study from South Florida.

Mapping the vegetation distribution of the permafrost zone on the Qinghai-Tibet Plateau.

Separate histories in both sides of the Mediterranean: phylogeny and niche evolution of ocellated lizards.

Estimating emissions from crop residue open burning in China based on statistics and MODIS fire products.

Diagnostic evaluation of the Community Earth System Model in simulating mineral dust emission with insight into large-scale dust storm mobilization in the Middle East and North Africa (MENA).

Comparison of solar-induced chlorophyll fluorescence, light-use efficiency, and process-based GPP models in maize.

Dust aerosol characterization and transport features based on combined ground-based, satellite and model-simulated data.

Climatology of dust distribution over West Asia from homogenized remote sensing data.

Snow cover mapping using IRS-P6 AWiFS data and the relationships between some climatic factors with snowpack in the northwest of Iran.

Disentangling the effects of isolation-by-distance and isolation-by-environment on genetic differentiation among Rhododendron lineages in the subgenus Tsutsusi.

Lake-wide phytoplankton production and abundance in the Upper Great Lakes: 2010-2013.

Sixteen-year phytoplankton biomass trends in the northwestern Pacific Ocean observed by the SeaWiFS and MODIS ocean color sensors.

Influences of updated land-use datasets on WRF simulations for two Austrian regions.

Characterising groundwater use by vegetation using a surface energy balance model and satellite observations of land surface temperature.

Snow particle sizes and their distributions in Dronning Maud Land, Antarctica, at sample, local and regional scales.

Operational algorithm for generation of snow depth maps from discrete data in Indian Western Himalaya.

Potential of MODIS data to track the variability in ecosystem water-use efficiency of temperate deciduous forests.

A hierarchical analysis of the relationship between urban impervious surfaces and land surface temperatures: spatial scale dependence, temporal variations, and bioclimatic modulation.

Mapping rice cropping systems using Landsat-derived Renormalized Index of Normalized Difference Vegetation Index (RNDVI) in the Poyang Lake Region, China.

Using high spatial resolution satellite imagery for mapping powdery mildew at a regional scale.

Multi-sensor monitoring of Ulva prolifera blooms in the Yellow Sea using different methods.

Reconstructing rice phenology curves with frequency-based analysis and multi-temporal NDVI in double-cropping area in Jiangsu, China.

Spatio-temporal patterns of satellite-derived grassland vegetation phenology from 1998 to 2012 in Inner Mongolia, China.

SOC storage and potential of grasslands from 2000 to 2012 in central and eastern Inner Mongolia, China.

An empirical standardized soil moisture index for agricultural drought assessment from remotely sensed data.

Temporal profiles of vegetation indices for characterizing grazing intensity on natural grasslands in Pampa biome.

Decreasing Net Primary Production in forest and shrub vegetation across southwest Australia.

Subglacial hydrology at Rink Isbrae, West Greenland inferred from sediment plume appearance.

Monte Carlo Bayesian inference on a statistical model of sub-gridcolumn moisture variability using high-resolution cloud observations.

Monte Carlo Bayesian inference on a statistical model of sub-gridcolumn moisture variability using high-resolution cloud observations.

Semi-arid vegetation response to antecedent climate and water balance windows.

Vegetative growth of grasslands based on hyper-temporal NDVI data from the Modis sensor.

Cumulative drought and land-use impacts on perennial vegetation across a North American dryland region.

Interannual variability in net community production at the Western Antarctic Peninsula region (1997-2014).

Sunlight induced chlorophyll fluorescence in the near-infrared spectral region in natural waters: Interpretation of the narrow reflectance peak around 761 nm.

Sources of anthropogenic fire ignitions on the peat-swamp landscape in Kalimantan, Indonesia.

Structure-guided unidirectional variation de-striping in the infrared bands of MODIS and hyperspectral images.

A synthesis of the basal thermal state of the Greenland Ice Sheet.

Using satellite-derived optical thickness to assess the influence of clouds on terrestrial carbon uptake.

Retrieval of column-integrated water vapour from MODIS and analysis of its monthly and seasonal variability over several typical cities in China.

Monitoring abrupt changes in satellite time series by seasonal confidence interval of regression residuals.

Estimation of aboveground net primary productivity in secondary tropical dry forests using the Carnegie-Ames-Stanford approach (CASA) model.

Climate-vegetation control on the diurnal and seasonal variations of surface urban heat islands in China.

Study on the amplitude inversion of internal waves at Wenchang area of the South China Sea.

Comparison of multiple linear regression and artificial neural network models for downscaling TRMM precipitation products using MODIS data.

Sea ice thickness estimation in the Bohai Sea using geostationary ocean color imager data.

Mapping and monitoring of dust storms in Iran by fuzzy clustering and remote sensing techniques.

Sea ice thickness analyses for the Bohai Sea using MODIS thermal infrared imagery.

MODSNOW-Tool: an operational tool for daily snow cover monitoring using MODIS data.

Towards a set of agrosystem-specific cropland mapping methods to address the global cropland diversity.

Spaceborne and airborne sensors in water quality assessment.

Retrieval of total suspended matter concentration from Gaofen-1 Wide Field Imager (WFI) multispectral imagery with the assistance of Terra MODIS in turbid water - case in Deep Bay.

Predicting intra-seasonal fluctuations of NDVI phenology from daily rainfall in the East Sahel: a simple linear reservoir model.

Spatial and temporal patterns of herbaceous primary production in semi-arid shrublands: a remote sensing approach.

Time series analysis of aerosol optical depth over New Delhi using Box-Jenkins ARIMA modeling approach.

Automated cropping intensity extraction from isolines of wavelet spectra.

Implications of marine environment change on Japanese scallop (Mizuhopecten yessoensis) aquaculture suitability: a comparative study in Funka and Mutsu Bays, Japan.

Prediction of high spatio-temporal resolution land surface temperature under cloudy conditions using microwave vegetation index and ANN.

The seasonal carbon and water balances of the Cerrado environment of Brazil: Past, present, and future influences of land cover and land use.

Spatio-temporal change detection from multidimensional arrays: Detecting deforestation from MODIS time series.

Three years of L-band brightness temperature measurements in a mountainous area: Topography, vegetation and snowmelt issues.

Estimating winter wheat biomass by assimilating leaf area index derived from fusion of Landsat-8 and MODIS data.

Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area.

Using a stochastic gradient boosting algorithm to analyse the effectiveness of Landsat 8 data for montado land cover mapping: Application in southern Portugal.

Assessing the degree of flood damage to rice crops in the Chao Phraya delta, Thailand, using MODIS satellite imaging.

Suspended matter in the surface layer of the southeastern Baltic from satellite data.

Agricultural drought : Assessment & monitoring.

Distinction of eucalyptus species of different ages using Landsat 5 TM images.

Derivation of the specific optical properties of suspended mineral particles and their contribution to the attenuation of solar irradiance in offshore waters by ocean color remote sensing.

Refinement of the critical angle calculation for the contrast reversal of oil slicks under sunglint.

Modulation of sea surface temperature warming in the Bay of Biscay by Loire and Gironde Rivers.

On the development of a coupled regional climate-vegetation model RCM-CLM-CN-DV and its validation in Tropical Africa.

Diverse spatiotemporal responses in vegetation growth to droughts in China.

Spatiotemporal changes of vegetation on the Tibetan Plateau and relationship to climatic variables during multiyear periods from 1982-2012.

Satellite-based estimation of cloud-base heights using constrained spectral radiance matching.

Satellite-based shortwave aerosol radiative forcing of dust storm over the Arabian Sea.

Development of a new thermal snow index and its relationship with snow cover indices and snow cover characteristic indices.

Assessing vegetation response to precipitation in northwest Morocco during the last decade: an application of MODIS NDVI and high resolution reanalysis data.

Reduced evapotranspiration from leaf beetle induced tamarisk defoliation in the Lower Virgin River using satellite-based energy balance.

Potential application of VIIRS Day/Night Band for monitoring nighttime surface PM2.5 air quality from space.

MODIS-Aqua detects Noctiluca scintillans and hotspots in the central Arabian Sea.

Rice cropping density and intensity lessened in southeast China during the twenty-first century.

Data concurrency is required for estimating urban heat island intensity.

Investigation of temporal change in glacial extent of Chitral watershed using Landsat data.

Attributing changes in land cover using independent disturbance datasets: a case study of the Yucatan Peninsula, Mexico.

Seasonal differences in aerosol abundance and radiative forcing in months of contrasting emissions and rainfall over northern South Asia.

Estimating ground-level PM2.5 concentrations over three megalopolises in China using satellite-derived aerosol optical depth measurements.

Spatial variability of jumbo flying squid (Dosidicus gigas) fishery related to remotely sensed SST and chlorophyll-a concentration (2004-2012).

Heavy aerosol loading over the Bohai Bay as revealed by ground and satellite remote sensing.

Estimation and uncertainty analyses of grassland biomass in Northern China: Comparison of multiple remote sensing data sources and modeling approaches.

Validation of water vapor retrieval from Moderate Resolution Imaging Spectro-radiometer (MODIS) in near infrared channels using GPS data over IAO-Hanle, in the trans-Himalayan region.

Drought monitoring using an Integrated Drought Condition Index (IDCI) derived from multi-sensor remote sensing data.

Spatial-temporal variations of lake ice phenology in the Hoh Xil region from 2000 to 2011.

Estimation of surface-level PM concentration from satellite observation taking into account the aerosol vertical profiles and hygroscopicity.

Woody plant cover estimation in drylands from Earth Observation based seasonal metrics.

Topographic radiation modeling and spatial scaling of clear-sky land surface longwave radiation over rugged terrain.

Comparison of SMOS and AMSR-E vegetation optical depth to four MODIS-based vegetation indices.

Estimating urban PM10 and PM2.5 concentrations, based on synergistic MERIS/AATSR aerosol observations, land cover and morphology data.

Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China.

Semi-supervised combination of experts for aerosol optical depth estimation.

A flexible spatiotemporal method for fusing satellite images with different resolutions.

A comparison of estimates of basin-scale soil-moisture evapotranspiration and estimates of riparian groundwater evapotranspiration with implications for water budgets in the Verde Valley, Central Arizona, USA.

Analysing irrigated crop rotation patterns in arid Uzbekistan by the means of remote sensing: A case study on post-Soviet agricultural land use.

New insights into the Western Iberian Buoyant Plume: Interaction between the Douro and Minho River plumes under winter conditions.

Temporal and spatial patterns of remotely sensed litterfall in tropical and subtropical forests of Taiwan.

Dynamics of the Chesapeake Bay outflow plume: Realistic plume simulation and its seasonal and interannual variability.

Mapping cropland-use intensity across Europe using MODIS NDVI time series.

Differentiating between rain, snow, and glacier contributions to river discharge in the western Himalaya using remote-sensing data and distributed hydrological modeling.

Use of interactive multisensor snow and ice mapping system snow cover maps (IMS) and artificial neural networks for simulating river discharges in Eastern Turkey.

Integrating a model with remote sensing observations by a data assimilation approach to improve the model simulation accuracy of carbon flux and evapotranspiration at two flux sites.

Satellite and ground-based remote sensing of aerosols during intense haze event of October 2013 over lahore, Pakistan.

Opposite seasonality of the aerosol optical depth and the surface particulate matter concentration over the north China Plain.

Large fire emissions in summer over the southeastern US: Satellite measurements and modeling analysis.

Hydrological modeling to simulate streamflow under changing climate in a scarcely gauged cryosphere catchment.

The Caspian Sea-Hindu Kush Index (CasHKI): A regulatory factor for dust activity over southwest Asia.

Optimising the spatial resolution of WorldView-2 pan-sharpened imagery for predicting levels of Gonipterus scutellatus defoliation in KwaZulu-Natal, South Africa.

Feasibility analysis of using inverse modeling for estimating natural groundwater recharge from a large-scale soil moisture monitoring network.

Negative impacts of high temperatures on growth of black spruce forests intensify with the anticipated climate warming.

Modelling and prediction of air pollutant transport during the 2014 biomass burning and forest fires in peninsular Southeast Asia.

Multiscale modeling of spring phenology across Deciduous Forests in the Eastern United States.

Phenology-guided saltcedar (Tamarix spp.) mapping using Landsat TM images in western US.

Long-term monitoring of biophysical characteristics of tidal wetlands in the northern Gulf of Mexico - A methodological approach using MODIS.

The role of Mississippi River discharge in offshore phytoplankton blooming in the northeastern Gulf of Mexico during August 2010.

Monitoring the river plume induced by heavy rainfall events in large, shallow, Lake Taihu using MODIS 250 m imagery.

Examining spectral reflectance features related to foliar nitrogen in forests: Implications for broad-scale nitrogen mapping.

A forest vulnerability index based on drought and high temperatures.

Spatial variations in immediate greenhouse gases and aerosol emissions and resulting radiative forcing from wildfires in interior Alaska.

The influence of the polar front jet stream on the formation of dust events in the southwest of Iran.

Estimation of atmospheric turbidity and surface radiative parameters using broadband clear sky solar irradiance models in Rio de Janeiro-Brasil.

Assessing surface albedo change and its induced radiation budget under rapid urbanization with Landsat and GLASS data.

Vegetation dynamics and their response to groundwater and climate variables in Qaidam Basin, China.

Modelling spectral reflectance of open cork oak woodland: a simulation analysis of the effects of vegetation structure and background.

Double SST fronts observed from MODIS data in the East China Sea off the Zhejiang-Fujian coast, China.

Multiple afforestation programs accelerate the greenness in the 'Three North' region of China from 1982 to 2013.

A simple method to extract tropical monsoon forests using NDVI based on MODIS data: A case study in South Asia and Peninsula Southeast Asia.

Impacts of climate change on net primary productivity in arid and semiarid regions of China.

Surface velocity estimations of ice shelves in the northern Antarctic Peninsula derived from MODIS data.

Quantification winter wheat LAI with HJ-1CCD image features over multiple growing seasons.

Inter- and intra-annual variations of clumping index derived from the MODIS BRDF product.

Monitoring forest disturbances in Southeast Oklahoma using Landsat and MODIS images.

Comparative assessment of thematic accuracy of GLC maps for specific applications using existing reference data.

Multiscale object-based drought monitoring and comparison in rainfed and irrigated agriculture from Landsat 8 OLI imagery.

The effect of imposing 'fractional abundance constraints' onto the multilayer perceptron for sub-pixel land cover classification.

Investigating natural drivers of vegetation coverage variation using MODIS imagery in Qinghai, China.

Influence of Southeast Asian Haze episodes on high PM10 concentrations across Brunei Darussalam.

Characterizing major agricultural land change trends in the Western Corn Belt.

Variability in rainfall and vegetation density as a response to ENSO events: A case study in Venna river basin of central India.

A co-training, mutual learning approach towards mapping snow cover from multi-temporal high-spatial resolution satellite imagery.

A sub km resolution global database of surface reflectance and emissivity based on 10-years of MODIS data.

Climate change impact assessment on mountain snow hydrology by water and energy budget-based distributed hydrological model.

Validation and reconstruction of FY-3B/MWRI soil moisture using an artificial neural network based on reconstructed MODIS optical products over the Tibetan Plateau.

Improving daily streamflow forecasts in mountainous Upper Euphrates basin by multi-layer perceptron model with satellite snow products.

Multi-objective assessment of three remote sensing vegetation products for streamflow prediction in a conceptual ecohydrological model.

Quantitative drought monitoring in a typical cold river basin over Tibetan Plateau: An integration of meteorological, agricultural and hydrological droughts.

Spatio-temporal patterns of evapotranspiration from groundwater-dependent vegetation.

Impact of burned areas on the northern African seasonal climate from the perspective of regional modeling.

Comparing COSMO-CLM simulations and MODIS data of snow cover extent and distribution over Italian Alps.

Quantifying the human influence on fire ignition across the western USA.

Analysis of photosynthetically active radiation and applied parameterization model for estimating of PAR in the North China Plain.

Global cultivated land mapping at 30 m spatial resolution.

A comparative analysis of five global cropland datasets in China.

High-resolution dust modelling over complex terrains in West Asia.

Divergent responses of vegetation cover in Southwestern US ecosystems to dry and wet years at different elevations.

Evaluation of the representativeness of ground-based visibility for analysing the spatial and temporal variability of aerosol optical thickness in China.

Differences between the MODIS Collection 6 and 5.1 aerosol datasets over the greater Mediterranean region.

Quantifying organic aerosol single scattering albedo over the tropical biomass burning regions.

Landuse and NDVI change analysis of Sperchios river basin (Greece) with different spatial resolution sensor data by Landsat/MSS/TM and OLI.

Spatial distribution and temporal variation of aerosol optical depth in the Sichuan basin, China, the recent ten years.

Remote sensing of bacterial response to degrading phytoplankton in the Arabian Sea.

Productivity and phenological responses of natural vegetation to present and future inter-annual climate variability across semi-arid river basins in Chile.

The solar dimming/brightening effect over the Mediterranean Basin in the period 1979-2012.

An integrative index of Ecosystem Services provision based on remotely sensed data.

Determining critical light and hydrologic conditions for macrophyte presence in a large shallow lake: The ratio of euphotic depth to water depth.

A cascading flash flood guidance system: development and application in Yunnan Province, China.

Exploring the spatiotemporal dynamics of habitat suitability to improve conservation management of a vulnerable plant species.

MODIStsp: An R package for automatic preprocessing of MODIS Land Products time series.

Assessing spatio-temporal variations of precipitation-use efficiency over Tibetan grasslands using MODIS and in-situ observations.

Exploring the potential role of feature selection in global land-cover mapping.

Estimation of spatially enhanced soil moisture combining remote sensing and artificial intelligence approaches.

Comparative assessment of spatiotemporal snow cover changes and hydrological behavior of the Gilgit, Astore and Hunza River basins (Hindukush-Karakoram-Himalaya region, Pakistan).

Empirical modeling and spatio-temporal patterns of urban evapotranspiration for the Phoenix metropolitan area, Arizona.

Characterizing long-term forest disturbance history and its drivers in the Ning-Zhen Mountains, Jiangsu Province of eastern China using yearly Landsat observations (1987-2011).

Spatio-temporal variation of vegetation coverage and its response to climate change in North China plain in the last 33 years.

Phenomapping of rangelands in South Africa using time series of RapidEye data.

Drought-induced dynamics of carbon and water use efficiency of global grasslands from 2000 to 2011.

Size characteristics of chromophoric dissolved organic matter in the Chukchi Sea.

Large net CO2 loss from a grass-dominated tropical savanna in south-central Brazil in response to seasonal and interannual drought.

Remote estimation of suspended matters concentrations using VIIRS in Lake Hongze, China.

River gauging at global scale using optical and passive microwave remote sensing.

Characterizing land surface phenology and responses to rainfall in the Sahara desert.

Assessing the consistency between AVHRR and MODIS NDVI datasets for estimating terrestrial net primary productivity over India.

Satellite evidence for no change in terrestrial latent heat flux in the Three-River Headwaters region of China over the past three decades.

Recent trends of temperature and precipitation proxies in Saudi Arabia: implications for climate change.

Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches.

Retrieval of land surface temperature from Landsat 8 TIRS for the command area of Mula irrigation project.

Cover Story MODIS captures large-scale atmospheric gravity waves over the Atlantic Ocean.

Tropical moisture enriched storm tracks over the Mediterranean and their link with intense rainfall in the Cevennes-Vivarais area during HyMeX.

Spatial estimates of snow water equivalent from reconstruction.

Bio-optical characterization of offshore NW Mediterranean waters: CDOM contribution to the absorption budget and diffuse attenuation of downwelling irradiance.

Regional chlorophyll a algorithms in the Arctic Ocean and their effect on satellite-derived primary production estimates.

A multi-lake study of seasonal variation in lake surface evaporation using MODIS satellite-derived surface temperature.

Satellite-measured interannual variability of turbid river plumes off central-southern Chile: Spatial patterns and the influence of climate variability.

Forecasting of Asian dust storm that occurred on May 10-13, 2011, using an ensemble-based data assimilation system.

Mixing weight determination for retrieving optical properties of polluted dust with MODIS and AERONET data.

Changes in growing season duration and productivity of northern vegetation inferred from long-term remote sensing data.

Biomass burning drives atmospheric nutrient redistribution within forested peatlands in Borneo.

Changes in Sahelian annual vegetation growth and phenology since 1960: A modeling approach.

Environmental parameters linked to the last migratory stage of barnacle geese en route to their breeding sites.

Dynamics and responses of vegetation to climatic variations in Ziya-Daqing basins, China.

Regional trends of aerosol optical depth and their impact on cloud properties over Southern India using MODIS data.

Remote sensing observations and numerical studies of a super typhoon-induced suspended sediment concentration variation in the East China Sea.

Evaluation of the accuracy of downward radiative flux observations at the sea surface.

Effects of terrain attributes on snow-cover dynamics in parts of Chenab basin, western Himalayas.

Assessing spatial likelihood of flooding hazard using na < ve Bayes and GIS: a case study in Bowen Basin, Australia.

Application of Aqua MODIS sensor data for estimating chlorophyll a in the turbid Case 2 waters of Lake Erie using bio-optical models.

Vertical structure of foggy haze over the Beijing-Tianjin-Hebei area in January 2013.

Improving LAI spatio-temporal continuity using a combination of MODIS and MERSI data.

Testing the skill of numerical hydraulic modeling to simulate spatiotemporal flooding patterns in the Logone floodplain, Cameroon.

High-resolution historical emission inventories of crop residue burning in fields in China for the period 1990-2013.

Improvement of spatially and temporally continuous crop leaf area index by integration of CERES-Maize model and MODIS data.

A parameterization scheme of aerosol vertical distribution for surface-level visibility retrieval from satellite remote sensing.

Uncertainties in coastal ocean color products: Impacts of spatial sampling.

Near real-time monitoring of insect induced defoliation in subalpine birch forests with MODIS derived NDVI.

A first satellite-based observational assessment of urban thermal anisotropy.

Integration of space-borne and air-borne data in monitoring river ice processes in the Slave River, Canada.

Global-scale surface roughness effects at L-band as estimated from SMOS observations.

Recent global aerosol optical depth variations and trends - A comparative study using MODIS and MISR level 3 datasets.

Assessing total water storage and identifying flood events over Tonle Sap basin in Cambodia using GRACE and MODIS satellite observations combined with hydrological models.

A hybrid approach for detecting corn and soybean phenology with time-series MODIS data.

Linking in situ LAI and fine resolution remote sensing data to map reference LAI over cropland and grassland using geostatistical regression method.

GRADHIST - A method for detection and analysis of oceanic fronts from remote sensing data.

Effects of the partitioning of diffuse and direct solar radiation on satellite-based modeling of crop gross primary production.

Spatial heterogeneity in geothermally-influenced lakes derived from atmospherically corrected Landsat thermal imagery and three-dimensional hydrodynamic modelling.

Automatic classification of Google Earth images for a larger scale monitoring of bush encroachment in South Africa.

Mapping tropical forests and deciduous rubber plantations in Hainan Island, China by integrating PALSAR 25-m and multi-temporal Landsat images.

Spatial-temporal dynamics of desert vegetation and its responses to climatic variations over the last three decades: a case study of Hexi region in Northwest China.

Relation between kidney cancer and Soil leads in Isfahan Province, Iran between 2007 and 2009.

Agrometeorological-spectral model to estimate irrigate rice grain yield in the State of Rio Grande do Sul, Brazil.

Optics of the offshore Columbia River plume from glider observations and satellite imagery.

Lava flow hazard modeling during the 2014-2015 Fogo eruption, Cape Verde.

Generating intelligence for decision making and sustainable use of natural capital in Mexico.

Response of SO2 and particulate air pollution to local and regional emission controls: A case study in Maryland.

Snow process estimation over the extratropical Andes using a data assimilation framework integrating MERRA data and Landsat imagery.

Algorithm for generating cloud-mask from multi-channel satellite data.

Monitoring interannual variation in global crop yield using long-term AVHRR and MODIS observations.

Comparison of SRM and WetSpa models efficiency for snowmelt runoff simulation.

Mapping interannual variability of maize cover in a large irrigation district using a vegetation index - phenological index classifier.

Satellite-derived changes in the permafrost landscape of central Yakutia, 2000-2011: Wetting, drying, and fires.

The extent of shifts in vegetation phenology between rural and urban areas within a human-dominated region.

Influence of lee waves and rotors on the near-surface flow and pressure fields in the northern foreland of the Tatra Mountains.

Horizontal accuracy assessment of very high resolution Google Earth images in the city of Rome, Italy.

Southern right whale (Eubalaena australis) calf mortality at Peninsula Valdes, Argentina: Are harmful algal blooms to blame?.

Verification of a simple band ratio algorithm for retrieving Great Lakes open water surface chlorophyll concentrations from satellite observations.

Erosion and deposition within Poyang Lake: evidence from a decade of satellite data.

Comparison of modelled- and remote sensing- derived daily snow line altitudes at Ulugh Muztagh, northern Tibetan Plateau.

Recent advances in space-borne optical remote sensing systems for monitoring global terrestrial ecosystems.

Evaluation and intercomparison of clouds, precipitation, and radiation budgets in recent reanalyses using satellite-surface observations.

Indian summer monsoon precipitating clouds: role of microphysical process rates.

Urban spring phenology in the middle temperate zone of China: dynamics and influence factors.

Impacts of warm water on Antarctic ice shelf stability through basal channel formation.

Closing the irrigation deficit in Cambodia: Implications for transboundary impacts on groundwater and Mekong River flow.

The efficacy of calibrating hydrologic model using remotely sensed evapotranspiration and soil moisture for streamflow prediction.

Human factors explain the majority of MODIS-derived trends in vegetation cover in Israel: a densely populated country in the eastern Mediterranean.

Human factors explain the majority of MODIS-derived trends in vegetation cover in Israel: a densely populated country in the eastern Mediterranean (vol 16, pg 1197, 2016).

Remotely sensed temperature and precipitation data improve species distribution modelling in the tropics.

Oasis cold island effect and its influence on air temperature: a case study of Tarim Basin, Northwest China.

Building probabilistic models of fire occurrence and fire risk zoning using logistic regression in Shanxi Province, China.

Seasonal evaluation of evapotranspiration fluxes from MODIS satellite and mesoscale model downscaled global reanalysis datasets.

River plume dynamics in the Kara Sea from altimetry-based lagrangian model, satellite salinity and chlorophyll data.

Improved modeling of land surface phenology using MODIS land surface reflectance and temperature at evergreen needleleaf forests of central North America.

A general method to normalize Landsat reflectance data to nadir BRDF adjusted reflectance.

Remotely sensed assessment of urbanization effects on vegetation phenology in China's 32 major cities.

Scaling up the diversity-resilience relationship with traitdatabases and remote sensing data: the recovery ofproductivity after wildfire.

multilocularis transmission host modelling.

Remote-sensing reflectance and true colour produced by a coupled hydrodynamic, optical, sediment, biogeochemical model of the Great Barrier Reef, Australia: Comparison with satellite data.

Estimating daily air temperature across the Southeastern United States using high-resolution satellite data: A statistical modeling study.

Quantifying the impacts of landscape heterogeneity and model resolution on dust emissions in the Arabian Peninsula.

Assessing the remotely sensed Drought Severity Index for agricultural drought monitoring and impact analysis in North China.

Species-rich semi-natural grasslands have a higher resistance but a lower resilience than intensively managed agricultural grasslands in response to climate anomalies.

Predicting diet quality and genetic diversity of a desert-adapted ungulate with NDVI.

Mapping paddy rice planting area in rice-wetland coexistent areas through analysis of Landsat 8 OLI and MODIS images.

Spatial assessment of soil wind erosion using WEQ approach in Mongolia.

Study of high temperature targets identification and temperature retrieval experimental model in SWIR remote sensing based Landsat8.

A comparison of remote-sensing SST and in situ seawater temperature in near-shore habitats in the western Mediterranean Sea.

Spatiotemporal variability and contribution of different aerosol types to the aerosol optical depth over the Eastern Mediterranean.

Alternative method of on-orbit response-versus-scan-angle characterization for MODIS reflective solar bands.

Quantification of ice production in Laptev Sea polynyas and its sensitivity to thin-ice parameterizations in a regional climate model.

Marine boundary layer cloud property retrievals from high-resolution ASTER observations: case studies and comparison with Terra MODIS.

Assessment and validation of evapotranspiration using SEBAL algorithm and Lysimeter data of IARI agricultural farm, India.

An efficient application of fusion approach for hot spot detection with MODIS and PALSAR-1 data.

MODIS vegetation products as proxies of photosynthetic potential along a gradient of meteorologically and biologically driven ecosystem productivity.

Downstream ecosystem responses to middle reach regulation of river discharge in the Heihe River Basin, China.

Arctic lakes show strong decadal trend in earlier spring ice-out.

Community Intercomparison Suite (CIS) v1.4.0: a tool for intercomparing models and observations.

A model for the spatial distribution of snow water equivalent parameterized from the spatial variability of precipitation.

NIR- and SWIR-based on-orbit vicarious calibrations for satellite ocean color sensors.

Analysis of ocean diurnal variations from the Korean Geostationary Ocean Color Imager measurements using the DINEOF method.

Evaluation of model simulated and MODIS-Aqua retrieved sea surface chlorophyll in the eastern Arabian Sea.

Changes in water clarity in response to river discharges on the Great Barrier Reef continental shelf: 2002-2013.

Remote monitoring of sediment dynamics in a coastal lagoon: Long-term spatio-temporal variability of suspended sediment in Chilika.

Seasonal and inter-annual turbidity variability in the Rio de la Plata from 15 years of MODIS: El Nino dilution effect.

Evaluation of cloud effects on air temperature estimation using MODIS LST based on ground measurements over the Tibetan Plateau.

Rapid corn and soybean mapping in US Corn Belt and neighboring areas.

Extreme dust storm over the eastern Mediterranean in September 2015: satellite, lidar, and surface observations in the Cyprus region.

Joint DEnKF-albedo assimilation scheme that considers the common land model subgrid heterogeneity and a snow density-based observation operator for improving snow depth simulations.

Estimation of daily photosynthetically active radiation (PAR) in presence of low to high aerosol loads: application to OLCI-like satellite data.

The impact of the Pacific Decadal Oscillation on springtime dust activity in Syria.

Perspectives on modelling the distribution of ticks for large areas: so far so good?.

Modelling bulk surface resistance by MODIS data and assessment of MOD16A2 evapotranspiration product in an irrigation district of Southern Italy.

Calibration of the Aqua Crop model for winter wheat using MODIS LAI images.

Examining the relationship between intermediate-scale soil moisture and terrestrial evaporation within a semi-arid grassland.

Deriving snow-cover depletion curves for different spatial scales from remote sensing and snow telemetry data.

Coupled spatiotemporal variability of temperature and spring phenology in the Eastern United States.

Regional high-resolution cloud climatology based on MODIS cloud detection data.

Mapping intra-urban malaria risk using high resolution satellite imagery: a case study of Dar es Salaam.

Local bleaching thresholds established by remote sensing techniques vary among reefs with deviating bleaching patterns during the 2012 event in the Arabian/Persian Gulf.

Wide-area estimates of evapotranspiration by red gum (Eucalyptus camaldulensis) and associated vegetation in the Murray-Darling River Basin, Australia.

Investigation of terrain illumination effects on vegetation indices and VI-derived phenological metrics in subtropical deciduous forests.

A data fusion algorithm based on the Kalman filter to estimate leaf area index evolution in durum wheat by using field measurements and MODIS surface reflectance data.

Temporal partial unmixing of exotic salt cedar using Landsat time series.

Land change attribution based on Landsat time series and integration of ancillary disturbance data in the Athabasca oil sands region of Canada.

Towards an operational method for land surface temperature retrieval from Landsat 8 data.

Mapping of arable land in Russia using multi-year time series of MODIS data and the LAGMA classification technique.

Quantitative assessment of AOD from 17 CMIP5 models based on satellite-derived AOD over India.

Remote sensing and ground-based measurements of evapotranspiration in an extreme cold Patagonian desert.

Combined assimilation of streamflow and snow water equivalent for mid-term ensemble streamflow forecasts in snow-dominated regions.

Modeling investigation of light-absorbing aerosols in the Amazon Basin during the wet season.

Parameterizing ecosystem light use efficiency and water use efficiency to estimate maize gross primary production and evapotranspiration using MODIS EVI.

Do MODIS-defined dust sources have a geomorphological signature?.

Observational evidence for aerosol invigoration in shallow cumulus downstream of Mount Kilauea.

Probabilistic fire spread forecast as a management tool in an operational setting.

First insights into the oceanographic characteristics of a blue whale feeding ground in northern Patagonia, Chile.

Northward expansion of paddy rice in northeastern Asia during 2000-2014.

An enhanced VIIRS aerosol optical thickness (AOT) retrieval algorithm over land using a global surface reflectance ratio database.

Implementation and evaluation of a generalized radiative transfer scheme within canopy in the soil-vegetation-atmosphere transfer (SVAT) model.

Modulations of aerosol impacts on cloud microphysics induced by the warm Kuroshio Current under the East Asian winter monsoon.

Improving snow process modeling with satellite-based estimation of near-surface-air-temperature lapse rate.

Retrieval of ice cloud properties using an optimal estimation algorithm and MODIS infrared observations: 2.

Retrieval of ice cloud properties using an optimal estimation algorithm and MODIS infrared observations: 1.

Forward model, error analysis, and information content.

Time series decomposition of remotely sensed land surface temperature and investigation of trends and seasonal variations in surface urban heat islands.

Comparison of the Hazard Mapping System (HMS) fire product to ground-based fire records in Georgia, USA.

A framework based on 2-D Taylor expansion for quantifying the impacts of subpixel reflectance variance and covariance on cloud optical thickness and effective radius retrievals based on the bispectral method.

A Universal Dynamic Threshold Cloud Detection Algorithm (UDTCDA) supported by a prior surface reflectance database.

Albedo climatology for European land surfaces retrieved from AVHRR data (1990-2014) and its spatial and temporal analysis from green-up to vegetation senescence.

Estimating uncertainties in the newly developed multi-source land snow data assimilation system.

Crosstalk effect mitigation in black body warm-up cool-down calibration for Terra MODIS longwave infrared photovoltaic bands.

Long-term assessment of Aqua MODIS radiance observation using comparisons with AIRS and IASI.

Satellite assessment of sea spray aerosol productivity: Southern Ocean case study.

Impact of remotely sensed albedo and vegetation fraction on simulation of urban climate in WRF-urban canopy model: A case study of the urban heat island in Los Angeles.

Testing the two-layer model for correcting near-cloud reflectance enhancement using LES/SHDOM-simulated radiances.

Reassessing properties and radiative forcing of contrail cirrus using a climate model.

The impact of cloud vertical profile on liquid water path retrieval based on the bispectral method: A theoretical study based on large-eddy simulations of shallow marine boundary layer clouds.

Spatiotemporal fusion of multiple-satellite aerosol optical depth (AOD) products using Bayesian maximum entropy method.

The impact of melt ponds on summertime microwave brightness temperatures and sea-ice concentrations.

Arabian Red Sea coastal soils as potential mineral dust sources.

Vegetation greenness modelling in response to interannual precipitation and temperature changes between 2001 and 2012 in Liao River Basin in Jilin Province, China.

Satellite-based characterization of climatic conditions before large-scale general flowering events in Peninsular Malaysia.

Spatially and temporally continuous LAI datasets based on the mixed pixel decomposition method.

Comparison of PMCAMx aerosol optical depth predictions over Europe with AERONET and MODIS measurements.

Comparing the spatio-temporal variability of remotely sensed oceanographic parameters between the Arabian Sea and Bay of Bengal throughout a decade.

Multilevel spatiotemporal validation of snow/ice mass balance and runoff modeling in glacierized catchments.

Spatiotemporal dynamics of snow cover based on multi-source remote sensing data in China.

Reconstructing the mass balance of Brewster Glacier, New Zealand, using MODIS-derived glacier-wide albedo.

Environmental hydro-refugia demonstrated by vegetation vigour in the Okavango Delta, Botswana.

Evaluation of biomass burning aerosols in the HadGEM3 climate model with observations from the SAMBBA field campaign.

Reservoir storage and hydrologic responses to droughts in the Parana River basin, south-eastern Brazil.

Impacts of a decadal drainage disturbance on surface-atmosphere fluxes of carbon dioxide in a permafrost ecosystem.

Improved MODIS Dark Target aerosol optical depth algorithm over land: angular effect correction.

Using compute unified device architecture-enabled graphic processing unit to accelerate fast Fourier transform-based regression Kriging interpolation on a MODIS land surface temperature image.

HDO and H2O total column retrievals from TROPOMI shortwave infrared measurements.

Comparing the Normalized Difference Infrared Index (NDII) with root zone storage in a lumped conceptual model.

Spatially differentiated trends in urbanization, agricultural land abandonment and reclamation, and woodland recovery in Northern China.

Aerosol data assimilation in the chemical transport model MOCAGE during the TRAQA/ChArMEx campaign: aerosol optical depth.

The dynamic monitoring of aeolian desertification land distribution and its response to climate change in northern China.

Estimating net surface shortwave radiation from Chinese geostationary meteorological satellite FengYun-2D (FY-2D) data under clear sky.

Comparison of net ecosystem carbon exchange estimation in a mixed temperate forest using field eddy covariance and MODIS data.

Contribution of soil respiration to the global carbon equation.

Ground-based imaging remote sensing of ice clouds: uncertainties caused by sensor, method and atmosphere.

A new stepwise carbon cycle data assimilation system using multiple data streams to constrain the simulated land surface carbon cycle.

Out-of-band effects of satellite ocean color sensors.

Haze detection by using modified normalized difference haze index in Beijing, Tianjin, and Hebei province.

Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015.

Interannual and seasonal variation of chlorophyll-a off the Yellow River Mouth (1997-2012): Dominance of river inputs and coastal dynamics.

Chaparral recovery following a major fire with variable burn conditions.

Remote sensing algorithm for surface evapotranspiration considering landscape and statistical effects on mixed pixels.

Radar backscattering changes in Arctic sea ice from late summer to early autumn observed by space-borne X-band HH-polarization SAR.

Estimating total area of paddy fields in Heilongjiang, China, around 2000 using Landsat thematic mapper/enhanced thematic mapper plus data.

Monitoring vegetation drought using MODIS remote sensing indices for natural forest and plantation areas.

A geostatistical temporal mixture analysis approach to address endmember variability for estimating regional impervious surface distributions.

Modelling forest canopy trends with on-demand spatial simulation.

Satellite-based assessment of Amazonian surface dryness due to deforestation.

Linking MODIS-derived forest and cropland land cover 2011 estimations to socioeconomic and environmental indicators for the European Union's 28 countries.

Impact of crop field burning and mountains on heavy haze in the North China Plain: a case study.

A simple method for developing near real-time nationwide forest monitoring for Indonesia using MODIS near- and shortwave infrared bands.

Incorporation of globally available datasets into the roving cosmic-ray neutron probe method for estimating field-scale soil water content.

Evaluation of a moderate resolution imaging spectroradiometer triangle-based algorithm for evapotranspiration estimates in subalpine regions.

Drought dominates the interannual variability in global terrestrial net primary production by controlling semi-arid ecosystems.

Climate-driven changes in grassland vegetation, snow cover, and lake water of the Qinghai Lake basin.

Impacts of Three Gorges Reservoir on the sedimentation regimes in the downstream-linked two largest Chinese freshwater lakes.

Global observations of cloud-sensitive aerosol loadings in low-level marine clouds.

Oceanic single-layer warm clouds missed by the Cloud Profiling Radar as inferred from MODIS and CALIOP measurements.

Global biogenic volatile organic compound emissions in the ORCHIDEE and MEGAN models and sensitivity to key parameters.

The effects of Sao Paulo urban heat island on lightning activity: Decadal analysis (1999-2009).

Assessment of MODIS RSB detector uniformity using deep convective clouds.

Validation of MODIS liquid water path for oceanic nonraining warm clouds: Implications on the vertical profile of cloud water content.

Extending 'Deep Blue' aerosol retrieval coverage to cases of absorbing aerosols above clouds: Sensitivity analysis and first case studies.

Large-scale, dynamic transformations in fuel moisture drive wildfire activity across southeastern Australia.

Estimating nocturnal opaque ice cloud optical depth from MODIS multispectral infrared radiances using a neural network method.

Radiative effects of global MODIS cloud regimes.

Improved meteorology from an updated WRF/CMAQ modeling system with MODIS vegetation and albedo.

Intercalibration of CERES, MODIS, and MISR reflected solar radiation and its application to albedo trends.

Evaluating biases in simulated land surface albedo from CMIP5 global climate models.

Properties of marine stratocumulus obtained with partly cloudy pixel retrievals and found in the MODIS MOD06 cloud product.

Quantifying evaporation and its decadal change for Lake Nam Co, central Tibetan Plateau.

The impacts of precipitating hydrometeors radiative effects on land surface temperature in contemporary GCMs using satellite observations.

Temporal and spatial variability of daytime land surface temperature in Houston: Comparing DISCOVER-AQ aircraft observations with the WRF model and satellites.

Sun glint requirement for the remote detection of surface oil films.

Observational evidence for a negative shortwave cloud feedback in middle to high latitudes.

Investigating the spread in surface albedo for snow-covered forests in CMIP5 models.

Reconciling the discrepancy in ground- and satellite-observed trends in the spring phenology of winter wheat in China from 1993 to 2008.

An evaluation of high-resolution regional climate model simulations of snow cover and albedo over the Rocky Mountains, with implications for the simulated snow-albedo feedback.

An in situ-based analysis of the relationship between land surface 'skin' and screen-level air temperatures.

Temporal variability of aerosol optical thickness vertical distribution observed from CALIOP.

Radiative characteristics of clouds embedded in smoke derived from airborne multiangular measurements.

Indonesian fire activity and smoke pollution in 2015 show persistent nonlinear sensitivity to El Nino-induced drought.

Constraining the aerosol influence on cloud fraction.

Analysis of the timing of phase changes in the chlorophyll concentration in the East/Japan Sea.

A method for daily global solar radiation estimation from two instantaneous values using MODIS atmospheric products.

Feasibility of anomaly occurrence in aerosols time series obtained from MODIS satellite images during hazardous earthquakes.

Island building in the South China Sea: detection of turbidity plumes and artificial islands using Landsat and MODIS data.

Remote sensing of ground-level PM2.5 combining AOD and backscattering profile.

Prediction of surface temperatures for the assessment of urban heat island effect over Ahmedabad city using linear time series model.

Detailed dynamic land cover mapping of Chile: Accuracy improvement by integrating multi-temporal data.

Consistency between sun-induced chlorophyll fluorescence and gross primary production of vegetation in North America.

Assessing woody vegetation trends in Sahelian drylands using MODIS based seasonal metrics.

Quantifying the influences of spectral resolution on uncertainty in leaf trait estimates through a Bayesian approach to RTM inversion.

Light use efficiency of peatlands: Variability and suitability for modeling ecosystem production.

The impact of satellite sensor viewing geometry on time-series analysis of volcanic emissions.

Magnitude, spatial distribution and uncertainty of forest biomass stocks in Mexico.

Monitoring snow wetness in an Alpine Basin using combined C-band SAR and MODIS data.

Spatial-temporal patterns of water use efficiency and climate controls in China's Loess Plateau during 2000-2010.

Mapping and quantifying Sargassum distribution and coverage in the Central West Atlantic using MODIS observations.

Food, water, and fault lines: Remote sensing opportunities for earthquake-response management of agricultural water.

Seasonal evapotranspiration, energy fluxes and turbulence variance characteristics of a Mediterranean coastal grassland.

Plume Tracker: Interactive mapping of volcanic sulfur dioxide emissions with high-performance radiative transfer modeling.

The 2008 'silent' eruption of Nevados de Chillan (Chile) detected from space: Effusive rates and trends from the MIROVA system.

Evaluation of evapotranspiration models over semi-arid and semi-humid areas of China.

Long-term (2002-2014) evolution and trend in Collection 5.1 Level-2 aerosol products derived from the MODIS and MISR sensors over the Chinese Yangtze River Delta.

Fundao Dam collapse: Oceanic dispersion of River Doce after the greatest Brazilian environmental accident.

Mexican forest fires and their decadal variations.

Comparison of differences between MODIS 250 m and 1 km cloud masks.

In-depth discrimination of aerosol types using multiple clustering techniques over four locations in Indo-Gangetic plains.

Temporal variability of atmospheric turbidity and DNI attenuation in the sugarcane region, Botucatu/Sao Paulo/Brazil.

Discussion on linear long-term trends in aerosol and cloud properties over India and its surrounding waters.

Impact of climate change on floodplain inundation and hydrological connectivity between wetlands and rivers in a tropical river catchment.

Coral reefs chronically exposed to river sediment plumes in the southwestern Caribbean: Rosario Islands, Colombia.

Statistical variability comparison in MODIS and AERONET derived aerosol optical depth over Indo-Gangetic Plains using time series modeling.

Combining AOT, Angstrom Exponent and PM concentration data, with PSCF model, to distinguish fine and coarse aerosol intrusions in Southern France.

Retrieval of precipitable water vapor using MFRSR and comparison with other multisensors over the semi-arid area of northwest China.

A model to predict spatial, spectral and vertical changes in the average cosine of the underwater light fields: Implications for remote sensing of shelf-sea waters.

The sensitivity of models of gross primary productivity to meteorological and leaf area forcing: A comparison between a Penman-Monteith ecophysiological approach and the MODIS Light-Use Efficiency algorithm.

Analysis and attribution of trends in water levels in the Vietnamese Mekong Delta.

Contrasting changes in gross primary productivity of different regions of North America as affected by warming in recent decades.

Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods.

Characterizing the magnitude, timing and duration of urban growth from time series of Landsat-based estimates of impervious cover.

Hyperspectral narrowband and multispectral broadband indices for remote sensing of crop evapotranspiration and its components (transpiration and soil evaporation).

Improving Noah land surface model performance using near real time surface albedo and green vegetation fraction.

Mapping sub-pixel urban expansion in China using MODIS and DMSP/OLS nighttime lights.

Estimating the effective spatial resolution of the operational BRDF, albedo, and nadir reflectance products from MODIS and VIIRS.

Dependence of satellite ocean color data products on viewing angles: A comparison between SeaWiFS, MODIS, and VIIRS.

Persistence-based temporal filtering for MODIS snow products.

Contrasting snow and ice albedos derived from MODIS, Landsat ETM plus and airborne data from Langjokull, Iceland.

The spatiotemporal patterns of vegetation coverage and biomass of the temperate deserts in Central Asia and their relationships with climate controls.

Spatial and temporal patterns in Arctic river ice breakup revealed by automated ice detection from MODIS imagery.

Temporal MODIS data for identification of wheat crop using noise clustering soft classification approach.

Widespread permafrost vulnerability and soil active layer increases over the high northern latitudes inferred from satellite remote sensing and process model assessments.

Mapping urban growth of the capital city of Honduras from Landsat data using the impervious surface fraction algorithm.

Estimating spatial variations of total evaporation using multispectral sensors within the uMngeni catchment, South Africa.

Remotely-sensed detection of effects of extreme droughts on gross primary production.

Analysis of the diurnal cycles for a better understanding of the mean annual cycle of forests greenness in Central Africa.

Development of a masking device to exclude contaminated reflection during tower-based measurements of spectral reflectance from a vegetation canopy.

Development of a coupled carbon and water model for estimating global gross primary productivity and evapotranspiration based on eddy flux and remote sensing data.

Estimation of long-term population exposure to PM2.5 for dense urban areas using 1-km MODIS data.

A synoptic characterization of the dust transport and associated thermal anomalies in the Mediterranean basin.

Estimating continental river basin discharges using multiple remote sensing data sets.

Sulfur isotopic fractionation and source appointment of PM2.5 in Nanjing region around the second session of the Youth Olympic Games.

Canopy cover estimation in miombo woodlands of Zambia: Comparison of Landsat 8 OLI versus RapidEye imagery using parametric, nonparametric, and semiparametric methods.

Raindrop size distribution of easterly and westerly monsoon precipitation observed over Palau islands in the Western Pacific Ocean.

Cloud optical depth from total and UV solar irradiance measurements at two sites of the Atacama Desert in Chile.

A multi-sites analysis on the ozone effects on Gross Primary Production of European forests.

Aerosol optical depth in a western Mediterranean site: An assessment of different methods.

Effect of intense short rainfall events on coastal water quality parameters from remote sensing data.

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions.

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation.

Assessing irrigated agriculture's surface water and groundwater consumption by combining satellite remote sensing and hydrologic modelling.

NDVI patterns as indicator of morphodynamic activity in the middle Parana River floodplain.

High-resolution satellite-based analysis of ground-level PM2.5 for the city of Montreal.

A comparison of urban heat islands mapped using skin temperature, air temperature, and apparent temperature (Humidex), for the greater Vancouver area.

Spatiotemporal trends of urban heat island effect along the urban development intensity gradient in China.

Multitemporal and multiresolution leaf area index retrieval for operational local rice crop monitoring.

Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas.

Circumpolar polynya regions and ice production in the Arctic: results from MODIS thermal infrared imagery from 2002/2003 to 2014/2015 with a regional focus on the Laptev Sea.

Daily black carbon emissions from fires in northern Eurasia for 2002-2015.

Mapping stand age dynamics of the Siberian larch forests from recent Landsat observations.

Photosynthetic efficiency of northern forest ecosystems using a MODIS-derived Photochemical Reflectance Index (PRI).

On the performance of remote sensing time series reconstruction methods - A spatial comparison.

Estimating high resolution evapotranspiration from disaggregated thermal images.

Estimating water volume variations in Lake Victoria over the past 22 years using multi-mission altimetry and remotely sensed images.

Estimation of canopy clumping index from MISR and MODIS sensors using the normalized difference hotspot and darkspot (NDHD) method: The influence of BRDF models and solar zenith angle.

New approaches in multi-angular proximal sensing of vegetation: Accounting for spatial heterogeneity and diffuse radiation in directional reflectance distribution models.

Remote sensing of diffuse attenuation coefficient patterns from Landsat 8 OLI imagery of turbid inland waters: A case study of Dongting Lake.

High resolution surface radiation products for studies of regional energy, hydrologic and ecological processes over Heihe river basin, northwest China.

Upscaling evapotranspiration measurements from multi-site to the satellite pixel scale over heterogeneous land surfaces.

Detecting and analyzing soil phosphorus loss associated with critical source areas using a remote sensing approach.

Spatial representativeness and uncertainty of eddy covariance carbon flux measurements for upscaling net ecosystem productivity to the grid scale.

Is scale really a challenge in evapotranspiration estimation?

A multi-scale study in the Heihe oasis using thermal remote sensing and the three-temperature model.

A satellite-based 13-year climatology of net cloud radiative forcing over the Indian monsoon region.

An enhanced approach for the use of satellite-derived leaf area index values in dry deposition modeling in the Athabasca oil sands region.

Overview of atmospheric aerosol studies in Malaysia: Known and unknown.

Aerosols and lightning activity: The effect of vertical profile and aerosol type.

Complex network modeling of spectral remotely sensed imagery: A case study of massive green algae blooms detection based on MODIS data.

Fifteen years of thermal activity at Vanuatu's volcanoes (2000-2015) revealed by MIROVA.

Distribution of sulfur aerosol precursors in the SPCZ released by continuous volcanic degassing at Ambrym, Vanuatu.

Backward snow depth reconstruction at high spatial resolution based on time-lapse photography.

Temporal behavior and temperatures of Yasur volcano, Vanuatu from field remote sensing observations, May 2014.

Landsat-8 imagery to estimate clarity in near-shore coastal waters: Feasibility study - Chabahar Bay, Iran.

Seasonal and interannual changes in vegetation activity of tropical forests in Southeast Asia.

Seasonal and inter-annual dynamics of suspended sediment at the mouth of the Amazon river: The role of continental and oceanic forcing, and implications for coastal geomorphology and mud bank formation.

Phenopix: A R package for image-based vegetation phenology.

Evaluating atmospheric CO2 effects on gross primary productivity and net ecosystem exchanges of terrestrial ecosystems in the conterminous United States using the AmeriFlux data and an artificial neural network approach.

Validating MODIS above-cloud aerosol optical depth retrieved from 'color ratio' algorithm using direct measurements made by NASA's airborne AATS and 4STAR sensors.

The oasis effect and summer temperature rise in arid regions - case study in Tarim Basin.

Reviews and syntheses: Australian vegetation phenology: new insights from satellite remote sensing and digital repeat photography.

Long-term visibility variation in Athens (1931-2013): a proxy for local and regional atmospheric aerosol loads.

Comparison of fractional vegetation cover estimations using dimidiate pixel models and look- up table inversions of the PROSAIL model from Landsat 8 OLI data.

Sharpening method of satellite thermal image based on the geographical statistical model.

Spatial-temporal variations of vegetation and drought severity across Tharparkar, Pakistan, using remote sensing-derived indices.

Retrieval of ocean subsurface particulate backscattering coefficient from space-borne CALIOP lidar measurements.

Cloud information content analysis of multi-angular measurements in the oxygen A-band: application to 3MI and MSPI.

Ice cloud backscatter study and comparison with CALIPSO and MODIS satellite data.

Mapping forests in monsoon Asia with ALOS PALSAR 50-m mosaic images and MODIS imagery in 2010.

Nine years of global hydrocarbon emissions based on source inversion of OMI formaldehyde observations.

Sensitivity of global terrestrial ecosystems to climate variability.

Multi-criteria evaluation of the suitability of growth functions for modeling remotely sensed phenology.

Simulation of aerosol fields over South Asia using CHIMERE - part-II: performance evaluation.

Assessing the thermodynamic variables of landscapes in the southwest part of East European plain in Russia using the MODIS multispectral band measurements.

Analysis of spatial and temporal organization of biosphere using solar reflectance data from MODIS satellite.

Worldwide impact of aerosol's time scale on the predicted long-term concentrating solar power potential.

Decoupling of modern shortening rates, climate, and topography in the Caucasus.

Circumpolar vegetation dynamics product for global change study.

A multi-sensor approach towards a global vegetation corrected SRTM DEM product.

Spatially downscaling sun-induced chlorophyll fluorescence leads to an improved temporal correlation with gross primary productivity.

Leaf flush drives dry season green-up of the Central Amazon.

VIIRS-derived chlorophyll-a using the ocean color index method.

Global snow cover estimation with Microwave Brightness Temperature measurements and one-class in situ observations.

A water vapor scaling model for improved land surface temperature and emissivity separation of MODIS thermal infrared data.

Effects of clouds on the surface shortwave radiation at a rural inland mid-latitude site.

Optical properties of aerosols over a tropical rain forest in Xishuangbanna, South Asia.

Effects of data assimilation on the global aerosol key optical properties simulations.

Three-dimensional structure of aerosol in China: A perspective from multi-satellite observations.

A novel method for characterizing harmful algal blooms in the Persian Gulf using MODIS measurements.

Approximating the variance of estimated means for systematic random sampling, illustrated with data of the French Soil Monitoring Network.

Heat waves and urban heat islands in Europe: A review of relevant drivers.

Deciphering the impact of uncertainty on the accuracy of large wildfire spread simulations.

Examining the ecosystem health and sustainability of the world's largest mangrove forest using multi-temporal MODIS products.

Fireworks induced particle pollution: A spatio-temporal analysis.

Climatology and trends of aerosol optical depth over the Mediterranean basin during the last 12 years (2002-2014) based on Collection 006 MODIS-Aqua data.

The impact of built-up surfaces on land surface temperatures in Italian urban areas.

A new method of satellite-based haze aerosol monitoring over the North China Plain and a comparison with MODIS Collection 6 aerosol products.

A time domain triangle method approach to estimate actual evapotranspiration: Application in a Mediterranean region using MODIS and MSG-SEVIRI products.

A combined GLAS and MODIS estimation of the global distribution of mean forest canopy height.

Early assessment of seasonal forage availability for mitigating the impact of drought on East African pastoralists.

Radiometric cross-calibration of Gaofen-1 WFV cameras using Landsat-8 OLI images: A solution for large view angle associated problems.

The Evaporative Stress Index as an indicator of agricultural drought in Brazil: An assessment based on crop yield impacts.

An evaluation of time-series smoothing algorithms for land-cover classifications using MODIS-NDVI multi-temporal data.

Predicting dead fine fuel moisture at regional scales using vapour pressure deficit from MODIS and gridded weather data.

Hybrid cloud and error masking to improve the quality of deterministic satellite sea surface temperature retrieval and data coverage.

Matching the phenology of Net Ecosystem Exchange and vegetation indices estimated with MODIS and FLUXNET in-situ observations.

Cloud adjacency effects on top-of-atmosphere radiance and ocean color data products: A statistical assessment.

Vegetation productivity trends in response to urban dynamics.

The flood of 2011 in the lower Chao Phraya valley, Thailand: Study of a long-duration flood through satellite images.

Vegetation baseline phenology from kilometric global LAI satellite products.

Comparison of satellite reflectance algorithms for estimating chlorophyll-a in a temperate reservoir using coincident hyperspectral aircraft imagery and dense coincident surface observations.

Seasonal and long-term vegetation dynamics from 1-km GIMMS-based NDVI time series at Mt.

The collection 6 MODIS active fire detection algorithm and fire products.

Estimating high-resolution top of atmosphere albedo from Moderate Resolution Imaging Spectroradiometer data.

Downscaling land surface temperatures at regional scales with random forest regression.

A multi-scale cross-comparison framework for global settlement layers: Evidence from Central Europe.

A coupled remote sensing and the Surface Energy Balance based algorithms to estimate actual evapotranspiration over the western and southern regions of Saudi Arabia.

Seasonality in the daytime and night-time intensity of land surface temperature in a tropical city area.

Aerosol radiative forcing efficiency in the UV-B region over central Argentina.

Examining the influence of meteorological simulations forced by different initial and boundary conditions in volcanic ash dispersion modelling.

Seasonal behavior of PM2.5 deliquescence, crystallization, and hygroscopic growth in the Po Valley (Milan): Implications for remote sensing applications.

Upscaling analysis of aerodynamic roughness length based on in situ data at different spatial scales and remote sensing in north Tibetan Plateau.

Estimation of water turbidity and analysis of its spatio-temporal variability in the Danube River plume (Black Sea) using MODIS satellite data.

Mapping topsoil physical properties at European scale using the LUCAS database.

Total dust deposition flux during precipitation in Toyama, Japan, in the spring of 2009: A sensitivity analysis with the NASA GEOS-5 Model.

The 2006 lava dome eruption of Merapi Volcano (Indonesia): Detailed analysis using MODIS TIR.

A global, high-resolution (30-m) inland water body dataset for 2000: first results of a topographic-spectral classification algorithm.

Relating chlorophyll from cyanobacteria-dominated inland waters to a MERIS bloom index.

A nonlinear model for estimating ground-level PM10 concentration in Xi'an using MODIS aerosol optical depth retrieval.

Mapping of soil properties and land degradation risk in Africa using MODIS reflectance.

Developments in Earth observation for the assessment and monitoring of inland, transitional, coastal and shelf-sea waters.

Timely monitoring of Asian Migratory locust habitats in the Amudarya delta, Uzbekistan using time series of satellite remote sensing vegetation index.

Trends in normalized difference vegetation index (NDVI) associated with urban development in northern West Siberia.

Degradation nonuniformity in the solar diffuser bidirectional reflectance distribution function.

Evaluating the trade-off between food and timber resulting from the conversion of Miombo forests to agricultural land in Angola using multi-temporal Landsat data.

MODIS observations of water color of the largest 10 lakes in China between 2000 and 2012.

An efficient geosciences workflow on multi-core processors and GPUs: a case study for aerosol optical depth retrieval from MODIS satellite data.

The importance of plume rise on the concentrations and atmospheric impacts of biomass burning aerosol.

Assessment of the three factors affecting Myanmar's forest cover change using Landsat and MODIS vegetation continuous fields data.

Global mapping of urban built-up areas of year 2014 by combining MODIS multispectral data with VIIRS nighttime light data.

Mapping rice-fallow cropland areas for short-season grain legumes intensification in South Asia using MODIS 250 m time-series data.

Using of long-term phenological observations of SHMI and NFC for validation of Regional Phenology Model for European beech.

Integrating ASTER and GLASS broadband emissivity products using a multi-resolution Kalman filter.

Detection of drought events using combination of satellite data and soil moisture modelling.

Inventory of African desert dust events in the north-central Iberian Peninsula in 2003-2014 based on sun-photometer-AERONET and particulate-mass-EMEP data.

Representativeness of total column water vapour retrievals from instruments on polar orbiting satellites.

Analysis of snow cover and climatic variability in Bhaga basin located in western Himalaya.

Mediterranean intense desert dust outbreaks and their vertical structure based on remote sensing data.

Modelling spatial patterns of wildfire occurrence in South-Eastern Australia.

Variation in the snow cover on the Qilian Mountains and its causes in the early 21st century.

Inter-comparison of OC-CCI chlorophyll-a estimates with precursor data sets.

Relations of vegetation and water indices to volumetric soil water content in the Pantanal of Mato Grosso, Brazil.

A regional algorithm for separating light absorption by chlorophyll-a and coloured detrital matter in the Black Sea, using 480-560 nm bands from ocean colour scanners.

MODIS sea surface temperature retrievals using different channel combinations and hybrid cloud detection.

Understanding hydrologic sensitivity and land-atmosphere interactions through remote sensing and high resolution regional model.

An automated fog monitoring system for the Indo-Gangetic Plains based on satellite measurements.

Precipitation-aerosol relationship over the Indian region during drought and excess summer monsoon years.

Trends and relationship between chlorophyll-a and sea surface temperature in the central equatorial Indian Ocean.

The role of cloud contamination, aerosol layer height and aerosol model in the assessment of the OMI near-UV retrievals over the ocean.

Real time retrieval of volcanic cloud particles and SO2 by satellite using an improved simplified approach.

Comparison of MODIS and VIIRS cloud properties with ARM ground-based observations over Finland.

A surface reflectance scheme for retrieving aerosol optical depth over urban surfaces in MODIS Dark Target retrieval algorithm.

Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms.


A novel approach to produce NDVI image series with enhanced spatial properties.

A fast operative method for NDVI uncertainty estimation and its role in vegetation analysis.

Assessing in-season crop classification performance using satellite data: a test case in Northern Italy.

Forest fire risk modeling in Uttarakhand Himalaya using TERRA satellite datasets.

A case study using remote sensing data to compare biophysical properties of a forest and an urban area in Northern Alabama, USA.

Evapo-Transpiration-role of aerosol radiative forcing: A study over a dense canopy.

Remote measurement of cloud microphysics and its influence in predicting high impact weather events.

A simple method for the detection of PM2.5 air pollutions using MODIS data.

Aerosol optical properties over the Svalbard region of Arctic: Ground-based measurements and Satellite Remote Sensing.

Comparison of INSAT-3D AOD over Indian region with satellite- and ground-based measurements: a data assimilation perspective.

Variability of aerosol optical depth and aerosol radiative forcing over North West Himalayan region.

Greening trend in grassland of the Lhasa River Region on the Qinghai-Tibetan Plateau from 1982 to 2013.

The response difference of forests to different drought.


Remote sensing of locust and grasshopper plague in China: A review.

Comparison of spatial sampling schemes for crop sown acreage estimation in large-scale inventories.

Using high spatial and temporal resolution data blended from SPOT-5 and MODIS to map biomass of summer maize.

Comparativa entre CRISP-DM y SEMMA para la limpieza de datos en productos MODIS en un estudio de cambio de cobertura y uso del suelo Comparative between CRISP-DM and SEMMA for data cleaning of MODIS products in a study of land use and land cover change.

Comparison of five drought indices for agricultural drought monitoring and impacts on winter wheat yields analysis.

Fire spread from MODIS burned area data: obtaining fire dynamics information for every single fire.

Assessment of satellite retrieval algorithms for chlorophyll-a concentration under high solar zenith angle.

A note on radar altimeter signatures of Internal Solitary Waves in the ocean.

Satellite views of the massive algal bloom in the Persian Gulf and the Gulf of Oman during 2008-2009.

A decade of changing surface energy balance components over a large water region.

Temporal variations in phenological events of forests, grasslands and desert steppe ecosystems in Mongolia: a remote sensing approach.

A spatial and temporal assessment of fire regimes on different vegetation types using MODIS burnt area products.

System engineering of the Visible Infrared Imaging Radiometer Suite (VIIRS): improvements in imaging radiometry enabled by innovation driven by requirements.

Landscape dynamics assessment of dry climatic zones on the Baikal-Gobi transect from NDVI time series and field investigations data.

Forest fire danger index based on modifying Nesterov Index, fuel and anthropogenic activities using MODIS TERRA, AQUA and TRMM satellite datasets.

Using MODIS NDVI products for vegetation state monitoring on the oil production territory in Western Siberia.

Light absorbing impurity deposition over the Himalayan-Karakoram Hindu Kush-Tibetan cryosphere: A review and satellite-based characterization.

Impact of rapid urbanization on the microclimate of Indian cities: a case study for the city of Bhubaneswar.

Development of algorithm for retrieving aerosols over land surfaces from NEMO-AM polarized measurements.

Aerosol measurements and validation of satellite derived aerosol optical depth over the Kavaratti Cal-Val site.

Preliminary results of algorithms to determine horizontal and vertical underwater visibilities of coastal waters.

Numerical simulation of diurnal variation of urban land surface temperature based on CLM4.5.

A total suspended sediment retrieval model for multiple estuaries and coasts by Landsat imageries.

Simulation of canopy FPAR and its relation with vegetation index: A case study of evergreen coniferous forests.

Relationship between temperatures from Landsat thermal infrared band retrievals and synchronous weather measurements.

Trade study of substituting VIIRS M10 with aggregated I3 to enable addition of a water vapor channel.

The characterization of a DIRSIG simulation environment to support the inter-calibration of spaceborne sensors.

Radiometric evaluation of the SNPP VIIRS reflective solar band sensor data records via inter-sensor comparison with Aqua MODIS.

Integrated approach using multi-platform sensors for enhanced high-resolution daily ice cover product.

The calibration of the DSCOVR EPIC multiple visible channel instrument using MODIS and VIIRS as a reference.

Crosstalk effect and its mitigation in thermal emissive bands of remote sensors.

Improvement in the cloud mask for Terra MODIS mitigated by electronic crosstalk correction in the 6.7 mu m and 8.5 mu m channels.

Recent checks on the radiometric and spatial calibration of AIRS in-orbit.

Performance of the proposed stray light correction algorithm for the Thermal Infrared Sensor (TIRS) onboard Landsat 8.

An exposition on the solar diffuser degradation nonuniformity effect for SNPP VIIRS and Terra/Aqua MODIS.

Tracking on-orbit stability of the response versus scan angle for the S-NPP VIIRS reflective solar bands.

Spatio-temporal changes in glacier-wide mass balance quantified, by optical remote sensing on 30 glaciers in the French Alps for the period 1983-2014.

Modeling forest defoliation using simulated BRDF and assessing its effect on reflectance and sensor reaching radiance.

Biomass burning contributions to urban PM2.5 along the coastal lines of southeastern China.

Graph-regularized low-rank representation for aerosol optical depth retrieval.

A simple correction method for the MODIS surface reflectance product over typical inland waters in China.

Preliminary validation of two temporal parameter-based soil moisture retrieval models using a satellite product and in situ soil moisture measurements over the REMEDHUS network.

A key study on spatial source distribution of PM2.5 based on the airflow trajectory model.

The importance of data type, laser spot density and modelling method for vegetation height mapping in continental China.

Comparisons of algorithms to estimate water turbidity in the coastal areas of China.

Effects of meteorological factors on different grades of winter wheat growth in the Huang-Huai-Hai Plain, China.

Tracking the on-orbit spatial performance of MODIS using ground targets.

Identifying an appropriate and sustainable irrigation method using some remotely sensed parameters for the crop cultivation in Vavuniya district.

Extraction of agricultural phenological parameters of Sri Lanka using MODIS, NDVI time series data.

Dust detection and AOT estimation using combined VIR and TIR satellite images in urban areas of Iran.

Analysis of a temporary series of chlorophyll through MODIS images of eutrophic reservoir.

Integration of spatial data for the monitoring of atmospheric contaminants during fire.

The temporal scale research of MODIS albedo product authenticity verification.

Pre-analysis assessment of Sea Surface Temperature (SST) products in the region of Malaysian coastal water.

Analysis of air quality and nighttime light for Indian urban regions.

An all-season sample database for improving land-cover mapping of Africa with two classification schemes.

A new model for the automatic relative radiometric normalization of multiple images with pseudo-invariant features.


Processing system of MODIS data for monitoring the changes of paddy field.

MODIS time series contribution for the estimation of nutritional properties of alpine grassland.

Analysis of agricultural land use changes in Jombang Regency, East Java, Indonesia using BFAST method.

Analysis of the dynamics pattern of paddy field utilization using MODIS image in East Java.

Characterizing spatial distribution and environments of Sumatran peat swamp area using 250 m multi-temporal MODIS data.

Dynamics pattern analysis of paddy fields in Indonesia for developing a near real-time monitoring system using MODIS satellite images.

Land changes monitoring using MODIS time-series imagery in peat lands areas, Muaro Jambi, Jambi Province, Indonesia.

Drought detection of West Java's paddy field using MODIS EVI satellite images (case study : Rancaekek and Rancaekek Wetan).

Observations of sea surface temperature on spatial and temporal using Aqua MODIS Satellite in West Banda Sea.

Response versus scan-angle corrections for MODIS reflective solar bands using deep convective clouds.

Focused sunlight factor of forest fire danger assessment using WebGIS and RS technologies.

Comparison of physically & image based atmospheric correction methods for Sentinel-2 satellite imagery.

Analysis of the role of urban vegetation in local climate of Budapest using satellite measurements.

A data fusion Kalman Filter algorithm to estimate Leaf Area index evolution by using Modis LAI and PROBA-V Top Of Canopy synthesis data.

An evaluation of multiple land-cover data sets to estimate cropland area in West Africa.

Synergistic use of geospatial and in-situ data for earthquake hazard assessment in Vrancea area.

Integrated remote sensing for multi-temporal analysis of urban land cover -climate interactions.

The impact of deforestation on the hydrological cycle in Amazonia as observed from remote sensing.

Verification of dust forecast over the Indian region with satellite and ground based observations.

Retrospective analysis of Suomi NPP VIIRS radiometric bias for reflective solar bands due to operational calibration changes.

MODIS-derived interannual variability of the equilibrium-line altitude across the Tibetan Plateau.

Monitoring of winter wheat distribution and phenological phases based on MODIS time-series: A case study in the Yellow River Delta, China.

Improved representation of plant functional types and physiology in the Joint UK Land Environment Simulator (JULES v4.2) using plant trait information.

High-resolution land surface fluxes from satellite and reanalysis data (HOLAPS v1.0): evaluation and uncertainty assessment.

Estimating and source analysis of surface PM2.5 concentration in the Beijing-Tianjin-Hebei region based on MODIS data and air trajectories.

Spatial variability of SEBAL estimated root-zone soil moisture across scales.

Laboratory experiments to estimate interception of infrared radiation by tree canopies.

Modelling fire probability in the Brazilian Amazon using the maximum entropy method.

Mapping inundation extent, frequency and duration in the Okavango Delta from 2001 to 2012.

Impact of MODIS SWIR band calibration improvements on Level-3 atmospheric products.

Exploring new bands in multichannel regression SST algorithms for the next generation infrared sensors at NOAA.

Estimating Terra MODIS polarization effect using ocean data.

Assessment of the importance of moderate spatial resolution cloud climatology data in solar radiation modeling.

Estimation of above-ground biomass using MODIS satellite imagery of multiple land-cover types in China.

Locally adaptive super-resolution waterline mapping with MODIS imagery.

Cyanobacteria blooms in three eutrophic basins of the Great Lakes: a comparative analysis using satellite remote sensing.

Validation of MODIS Vegetation Continuous Fields for monitoring deforestation and forest degradation: two cases in Mexico.

An evaluation of flood inundation mapping from MODIS and ALOS satellites for Pakistan.

Modelling spatiotemporal variability in fires in semiarid savannas: a satellite-based assessment around Africa's largest protected area.

Biomass burning fuel consumption dynamics in the tropics and subtropics assessed from satellite.

Combining livestock production information in a process-based vegetation model to reconstruct the history of grassland management.

Evaluation of improved land use and canopy representation in BEIS v3.61 with biogenic VOC measurements in California.

Analysis of collocated AIRS and MODIS data: a global investigation of correlations between clouds and atmosphere in 2004-2012.

Dynamic changes in terrestrial net primary production and their effects on evapotranspiration.

Assessing VIIRS cloud base height products with data collected at the Department of Energy Atmospheric Radiation Measurement sites.

A new water-resistant snow index for the detection and mapping of snow cover on a global scale.

Stable carbon and nitrogen isotopic composition of fine mode aerosols (PM2.5) over the Bay of Bengal: impact of continental sources.

Wildfires in northern Eurasia affect the budget of black carbon in the Arctic - a 12-year retrospective synopsis (2002-2013).

Top-of-the-atmosphere shortwave flux estimation from satellite observations: an empirical neural network approach applied with data from the A-train constellation.

Monitoring and tracking the trans-Pacific transport of aerosols using multi-satellite aerosol optical depth composites.

On the assimilation of optical reflectances and snow depth observations into a detailed snowpack model.

Multi-sensor cloud and aerosol retrieval simulator and remote sensing from model parameters - Part 2: Aerosols.

Desertification of forest, range and desert in Tehran province, affected by climate change.

Vegetation greenness response to water availability in northern China from 1982 to 2006.

Estimating daily maximum air temperature with MODIS data and a daytime temperature variation model in Beijing urban area.

Changes in the shape of cloud ice water content vertical structure due to aerosol variations.

Coupling SEBAL with a new radiation module and MODIS products for better estimation of evapotranspiration.

An evaluation of the impact of aerosol particles on weather forecasts from a biomass burning aerosol event over the Midwestern United States: observational-based analysis of surface temperature.

Synergistic use of Lagrangian dispersion and radiative transfer modelling with satellite and surface remote sensing measurements for the investigation of volcanic plumes: the Mount Etna eruption of 25-27 October 2013.

A synthetic data set of high-spectral-resolution infrared spectra for the Arctic atmosphere.

Effect of maize sowing area changes on agricultural water consumption from 2000 to 2010 in the West Liaohe Plain, China.

River bulge evolution and dynamics in a non-tidal sea - Daugava River plume in the Gulf of Riga, Baltic Sea.

Ash and ice clouds during the Mt Kelud February 2014 eruption as interpreted from IASI and AVHRR/3 observations.

Feasibility of improving a priori regional climate model estimates of Greenland ice sheet surface mass loss through assimilation of measured ice surface temperatures.

Influence of climate variability on water partitioning and effective energy and mass transfer in a semi-arid critical zone.

Interannual variability of the Mediterranean trophic regimes from ocean color satellites.

The WACMOS-ET project - Part 1: Tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms.

The WACMOS-ET project - Part 2: Evaluation of global terrestrial evaporation data sets.

Forecasting the northern African dust outbreak towards Europe in April 2011: a model intercomparison.

Resolving ice cloud optical thickness biases between CALIOP and MODIS using infrared retrievals.

First implementation of secondary inorganic aerosols in the MOCAGE version R2.15.0 chemistry transport model.

Parameterization of the snow-covered surface albedo in the Noah-MP Version 1.0 by implementing vegetation effects.

An 11-year global gridded aerosol optical thickness reanalysis (v1.0) for atmospheric and climate sciences.

Assessing the effect of scaling methods on retrieval of soil moisture based on MODIS images in arid regions.

Shortwave direct radiative effects of above-cloud aerosols over global oceans derived from 8 years of CALIOP and MODIS observations.

Exploring the uncertainty associated with satellite-based estimates of premature mortality due to exposure to fine particulate matter.

Vegetation changes in the agricultural-pastoral areas of northern China from 2001 to 2013.

A simplified method to estimate atmospheric water vapor using MODIS near-infrared data.

Sensitivity of thermal infrared nadir instruments to the chemical and microphysical properties of UTLS secondary sulfate aerosols.

Development and validation of satellite-based estimates of surface visibility.

Impact of aerosols on the OMI tropospheric NO2 retrievals over industrialized regions: how accurate is the aerosol correction of cloud-free scenes via a simple cloud model?.

Evaluation of cloud base height measurements from Ceilometer CL31 and MODIS satellite over Ahmedabad, India.

Orbiting Carbon Observatory-2 (OCO-2) cloud screening algorithms: validation against collocated MODIS and CALIOP data.

Calibration of a water vapour Raman lidar with a kite-based humidity sensor.

Detection of ground fog in mountainous areas from MODIS (Collection 051) daytime data using a statistical approach.

Cirrus cloud optical and microphysical property retrievals from eMAS during SEAC(4)RS using bi-spectral reflectance measurements within the 1.88 mu m water vapor absorption band.

Validation of GOME-2/Metop total column water vapour with ground-based and in situ measurements.

MODIS Collection 6 shortwave-derived cloud phase classification algorithm and comparisons with CALIOP.

Uncertainties in cloud phase and optical thickness retrievals from the Earth Polychromatic Imaging Camera (EPIC).

Rainband feature tracking for wind speeds around typhoon eyes using multiple sensors.

Retrieval of aerosol optical depth in the visible range with a Brewer spectrophotometer in Athens.

Validation of MERIS sensor's CoastColour algorithm for waters off the west coast of India.

Estimation of winter wheat phenology under the influence of cumulative temperature and soil salinity in the Yellow River Delta, China, using MODIS time-series data.

On the use of satellite-measured chlorophyll fluorescence for monitoring coastal waters.

The application of a binary division procedure to the classification of forest subcategories using MODIS time-series data during 2000-2010 in China.

Impact of inter-mission differences and drifts on chlorophyll-a trend estimates.

Long-range transport and mixing of aerosol sources during the 2013 North American biomass burning episode: analysis of multiple lidar observations in the western Mediterranean basin.

Effects of long-range aerosol transport on the microphysical properties of low-level liquid clouds in the Arctic.

Integrating local pastoral knowledge, participatory mapping, and species distribution modeling for risk assessment of invasive rubber vine (Cryptostegia grandiflora) in Ethiopia's Afar region.

The application of polynomial analyses to detect global vegetation dynamics during 1982-2012.

Comparison of MERIS, MODIS, SeaWiFS-derived particulate organic carbon, and in situ measurements in the South China Sea.

Estimating clear-sky land surface longwave upwelling radiation from MODIS data using a hybrid method.

A novel technique to detect turbid water and mask clouds in Greenland fjords.

Radar and optical mapping of surge persistence and marsh dieback along the New Jersey Mid-Atlantic coast after Hurricane Sandy.

Assessing the performance of smoothing functions to estimate land surface phenology on temperate grassland.

Satellite imagery and household survey for tracking chickpea adoption in Andhra Pradesh, India.

Seasonal variations in aerosol optical thickness over eastern China determined from VIIRS data and ground measurements.

Monitoring HABs in the shallow Arabian Gulf using a qualitative satellite-based index.

Utilization of O-4 slant column density to derive aerosol layer height from a space-borne UV-visible hyperspectral sensor: sensitivity and case study.

Retrieving high-resolution surface solar radiation with cloud parameters derived by combining MODIS and MTSAT data.

Dimethylsulfide model calibration in the Barents Sea using a genetic algorithm and neural network.

Development of a method for monitoring of insect induced forest defoliation - limitation of MODIS data in Fennoscandian forest landscapes.

A logistic-based method for rice monitoring from multi-temporal MODIS-Landsat fusion data.

Method for improvement of MODIS leaf area index products based on pixel-to-pixel correlations.

On the extent of fire-induced forest degradation in Mato Grosso, Brazilian Amazon, in 2000, 2005 and 2010.

Investigating the frequency and interannual variability in global above-cloud aerosol characteristics with CALIOP and OMI.

Evaluating the skill of high-resolution WRF-Chem simulations in describing drivers of aerosol direct climate forcing on the regional scale.

On the radiative impact of aerosols on photolysis rates: comparison of simulations and observations in the Lampedusa island during the ChArMEx/ADRIMED campaign.

The importance of temporal collocation for the evaluation of aerosol models with observations.

Evaluation of VIIRS, GOCI, and MODIS Collection 6AOD retrievals against ground sunphotometer observations over East Asia.

Mapping soya bean and corn crops in the State of Parana, Brazil, using EVI images from the MODIS sensor.

Development and validation of the Landsat-8 surface reflectance products using a MODIS-based per-pixel atmospheric correction method.

Landsat-based wheat mapping in the heterogeneous cropping system of Punjab, Pakistan.

A new regional algorithm for estimating chlorophyll-a in the Alboran Sea (Mediterranean Sea) from MODIS- Aqua satellite imagery.

Dynamics of the relationship between NDVI and SWIR32 vegetation indices in southern Africa: implications for retrieval of fractional cover from MODIS data.

Retrieving understorey dynamics in the Australian tropical savannah from time series decomposition and linear unmixing of MODIS data.

An agricultural drought severity index using quasi-climatological anomalies of remotely sensed data.

A new global tree-cover percentage map using MODIS data.

Hydroclimatological influences on recently increased droughts in China's largest freshwater lake.

Spatio-temporal variability of snow water equivalent in the extra-tropical Andes Cordillera from distributed energy balance modeling and remotely sensed snow cover.

Characterizing leaf area index (LAI) and vertical foliage profile (VFP) over the United States.

Remote-sensing estimation of dissolved inorganic nitrogen concentration in the Bohai Sea using band combinations derived from MODIS data.

Investigating collection 4 versus collection 5 MODIS 250 m NDVI time-series data for crop separability in Kansas, USA.

Major crops classification using time series MODIS EVI with adjacent years of ground reference data in the US state of Kansas.

A destriping algorithm based on TV-Stokes and unidirectional total variation model.

Measuring radiant emissions from entire prescribed fires with ground, airborne and satellite sensors - RxCADRE 2012.

Mangrove biomass carbon stock mapping of the Karimunjawa Islands using multispectral remote sensing.

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