A seamless global daily 5 km soil moisture product from 1982 to 2021
2025
Zhang, Yufang, Liang, Shunlin, Ma, Han, He, Tao, Tian, Feng, Zhang, Guodong, Xu, Jianglei
Land Use/Land Cover Classification
A Self-Supervised Seasonal Anomaly Embedding ViT for Label-Free Drought
2025
Abdelrahim, Nasser A. M., Jin, Shuanggen, Li, Shiyu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A novel framework for analyzing rainy season dynamics in semi-arid environments: a case study in the Peruvian Rio Santa basin
2025
Hanchen, Lorenz, Potter, Emily, Klein, Cornelia, Calanca, Pierluigi, Maussion, Fabien, Gurgiser, Wolfgang, Wohlfahrt, Georg
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A novel framework for assessing regional wildfires contributions to biomass burning aerosol optical depth
2025
Broda, Michalina, Zawadzka-Manko, Olga, Markowicz, Krzysztof, Xian, Peng, Hyer, Edward
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
A Novel Land Surface Temperature Retrieval Algorithm for SDGSAT-1 Images
2025
Li, Na, Xu, Jianhui, Li, Xu, Qin, Boxiong, Wang, Yunpeng, Fu, Dongjie, Zhong, Kaiwen, Qin, Zhihao
Land Use/Land Cover Classification
A process model-guided transfer learning framework for mapping global
2025
Guan, Xiaobin, Li, Yuyu, Chen, Jing M., Ma, Yongming, Shen, Huanfeng
Land Use/Land Cover Classification
A Near-Real-Time Operational Live Fuel Moisture Content (LFMC) Product
2025
Benali, Akli, Baldassarre, Giuseppe, Loureiro, Carlos, Briquemont, Florian, Fernandes, Paulo M., Rossa, Carlos, Figueira, Rui
Reflectance , Anisotropy
A strategy to estimate daily shortwave downward radiation in rugged regions from a few satellite observations
2025
Xian, Yuyang, Wang, Tianxing, Du, Yihan, Yu, Pei, Letu, Husi
Albedo , Anisotropy
Assessing midsummer snow-free land surface albedo variability across multiple Arctic sites using the Harmonized Landsat and Sentinel-2 product
2025
Gottuk, Jannika, Stuenzi, Simone M., Runge, Alexandra, Boike, Julia
Reflectance , Albedo , Anisotropy
Assessing China's solar power potential: Uncertainty quantification and economic analysis
2025
Yin, Gege, He, Xiaojia, Qin, Yue, Chen, Lei, Hu, Yuan, Liu, Yu, Zhang, Chuan
Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Use/Land Cover Classification
Assessing climate and land use changes in Morocco (20012023): from a geospatial and farmers' perspective
2025
Alvarez, Cesar Ivan, Govind, Ajit
Land Use/Land Cover Classification
Assessing CO2 Emissions from Deforestation and Fires in Bolivia during 2010-2023
2025
Andersen, Lykke E., Argandona Gonzales, Fabiana Karina, Olmos, Carla, Calderon, Diego, Miranda, Sebastian, Munoz Quisberth, Alvaro Mauricio, Choque Sunagua, Sergio
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Applications of Machine Learning and Artificial Intelligence in
2025
Hickman, Sebastian H. M., Kelp, Makoto M., Griffiths, Paul T., Doerksen, Kelsey, Miyazaki, Kazuyuki, Pennington, Elyse A., Koren, Gerbrand, Iglesias-Suarez, Fernando, Schultz, Martin G., Chang, Kai-Lan, Cooper, Owen R., Archibald, Alex, Sommariva, Roberto, Carlson, David, Wang, Hantao, West, J. Jason, Liu, Zhenze
Population Size, Land Use/Land Cover Classification
Applying global NASA data to local planning for extreme heat in Prince George's County, Maryland
2025
Schollaert Uz, Stephanie, Stover, Katharine C., Smith, Samantha L., Collier, Debra M., Riley, Jacob, Hoban, Evelyn H.
Land Surface Temperature , Emissivity
Assessing fire danger classes and extreme thresholds of the Canadian
2025
Kudlackova, Lucie, Bartosova, Lenka, Linda, Rostislav, Blahova, Monika, Podebradska, Marketa, Fischer, Milan, Balek, Jan, Zalud, Zdenek, Trnka, Miroslav
Burned Area, Fire Dynamics, Fire Occurrence
Assessing gap-filled Landsat land surface temperature time-series data using different observational datasets
2025
Shi, Hua, Xian, George
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Surface Radiative Properties
Assessing spatiotemporal consistency of vegetation productivity indicators (SIF, GPP, NPP) in northwest China: climate and vegetation perspectives
2025
He, Yi, Cao, Shengpeng, Zhu, Qing, Ding, Yujie, Guo, Yan
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Assessing the Accuracy and Consistency of Cropland Datasets and Their
2025
Zhang, Fuyao, Wang, Xue, Xin, Liangjie, Li, Xiubin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Applicability of a Sine-Random Forest Hybrid Method for meteorological
2025
Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Surface Pressure, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain, Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) at GES DISC MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) at GES DISC
Application and Comparison of Satellite-Derived Sea Surface Temperature Gradients to Identify Seasonal and Interannual Variability off the California Coast: Preliminary Results and Future Perspectives
2025
Vazquez-Cuervo, Jorge, Garcia-Reyes, Marisol, Wethey, David S., Ciani, Daniele, Gomez-Valdes, Jose
Sea Surface Temperature , Sea Ice Concentration, Sea Surface Temperature
CEDAR-GPP: spatiotemporally upscaled estimates of gross primary productivity incorporating CO2 fertilization
2025
Kang, Yanghui, Bassiouni, Maoya, Gaber, Max, Lu, Xinchen, Keenan, Trevor F.
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Albedo , Anisotropy, Reflectance , Vegetation Index , Vegetation Cover, Plant Characteristics, Canopy Characteristics, Albedo
Challenges in Satellite Remote Sensing of Hail: Evaluating IR and Passive-Microwave Satellite Hail Retrievals Using Aqua Observations and a Deep ...
2025
Bang, Sarah D., Scarino, Benjamin R., Itterly, Kyle F., Bedka, Kristopher M., Cecil, Daniel J.
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Pressure Thickness, Potential Vorticity, Vertical Profiles, Relative Humidity, Cloud Fraction, Ozone Profiles, Skin Temperature, Precipitation , Brightness Temperature, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Attitude Characteristics, ORBITAL CHARACTERISTICS, Viewing Geometry
MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) at GES DISC MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM) at GES DISC GPM AMSR-E on AQUA Common Calibrated Brightness Temperatures L1C 1.5 hours 10.5 km V07 (GPM_1CAQUAAMSRE) at GES DISC MODIS/Aqua Calibrated Radiances 5-Min L1B Swath 1km MODIS/Aqua Geolocation Fields 5-Min L1A Swath 1km
Carbon emissions from fires in Eastern Siberian larch forests
2025
Delcourt, Clement J. F., Rogers, Brendan M., Akhmetzyanov, Linar, Izbicki, Brian, Scholten, Rebecca C., Shestakova, Tatiana A., van Wees, Dave, Mack, Michelle C., SassKlaassen, Ute, Veraverbeke, Sander
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Forest Management, Land Surface Temperature , THERMAL ANOMALIES, Vegetation Cover, Forests, Surface Temperature , Precipitation Amount, Fire Dynamics, Carbon , Biomass, Soil Moisture/Water Content , Topographic Effects
Cascading impacts of compound drought-heat extremes on global gross primary production
2025
Zhu, Xiufang, Zhang, Shizhe, Zhang, Qiang, Lu, Dongyan, Tang, Mingxiu, Guo, Chunhua
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Catchment Attributes and MEteorology for Large-Sample SPATially
2025
Knoben, Wouter J. M., Thebault, Cyril, Keshavarz, Kasra, Torres-Rojas, Laura, Chaney, Nathaniel W., Pietroniro, Alain, Clark, Martyn P.
Crop/Plant Yields, Landscape Patterns, Cropland, Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Shortwave Radiation, Vapor Pressure
Characteristics of surface urban heat islands and urban aerosols over middle gangetic plains during agricultural residue burning season of post-monsoon
2025
Sarthi, P. Parth, Singh, Anuradha, Barat, Archisman, Kumar, Prabhat
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Changes in the Composition of Nitrogen Yields in Large Arctic Rivers
2025
Ruyle, Bridger J., Merder, Julian, Spencer, Robert G. M., McClelland, James W., Tank, Suzanne E., Michalak, Anna M.
Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Normalized Difference Vegetation Index (NDVI)
Changes and drivers of long-term land evapotranspiration in the Yangtze
2025
Bai, Hongbing, Zhong, Yulong, Ma, Ning, Kong, Dongdong, Mao, Yuna, Feng, Wei, Wu, Yunlong, Zhong, Min
Land Use/Land Cover Classification , Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Changes in Antarctic surface conditions and potential for ice shelf hydrofracturing from 1850 to 2200
2025
Jourdain, Nicolas C., Amory, Charles, Kittel, Christoph, Durand, Gael
Basins, Coastline, Grounding Line, Ice Shelves
Changes in grazing patterns explain post-Soviet fire trends on the Eurasian steppe better than climate
2025
Hankerson, Brett R., Schierhorn, Florian, Kamp, Johannes, Kuemmerle, Tobias, Muller, Daniel
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Brief communication: Improving lake ice modeling in ORCHIDEE-FLake model using MODIS albedo data
2025
Titus, Zacharie, Cuynet, Amelie, Salmon, Elodie, Ottle, Catherine
Albedo , Anisotropy
Burned area detection and estimation of fire carbon emissions in Canada in 2023 using Landsat 8/9 and Sentinel 2 data
2025
Zhang, Zhaoming, Qi, Baoye, Huang, Shunguo, Long, Tengfei, He, Guojin, Wang, Guizhou, Sun, Ying
Land Use/Land Cover Classification
China Wildfire Emission Dataset (ChinaWED v1) for the period 20122022
2025
Lin, Zhengyang, Huang, Ling, Tian, Hanqin, Chen, Anping, Wang, Xuhui
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Climate Impacts on Forest and Grassland Resilience in China: The Role of
2025
Wang, Lifeng, Nian, Da, Yuan, Naiming
Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Climate Models Underestimate Global Decreases in HighCloud Amount With Warming
2025
Wilson Kemsley, S., Nowack, P., Ceppi, P.
Optical Depth/Thickness, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution
Climate rather than overgrazing explains most rangeland primary productivity change in Mongolia
2025
Purevjav, Avralt-Od, Avirmed, Tumenkhusel, Wilcox, Steven W., Barrett, Christopher B.
Reflectance , Anisotropy
Climate Change Is Altering Ecosystem Water Use Efficiency in
2025
Green, Tristan, Salvucci, Guido, Friedl, Mark A.
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Co-benefit of forestation on ozone air quality and carbon storage in South China
2025
Liu, Zehui, Zhou, Mi, Li, Danyang, Song, Tao, Yue, Xu, Lu, Xiao, Zhao, Yuanhong, Zhang, Lin
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Climate challenges in castor bean production: agroclimatic zoning and future prospects for sustainable biofuel
2025
Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Lorencone, Joao Antonio, Lorencone, Pedro Antonio, Rolim, Glauco de Souza
Land Use/Land Cover Classification
Climatology of Tehran surface heat Island: a satellite-based spatial analysis
2025
Zargari, Motahhareh, Mofidi, Abbas, Entezari, Alireza, Baaghideh, Mohammad
Land Surface Temperature , Emissivity
Cloud Mask Detection by Combining Active and Passive Remote Sensing Data
2025
He, Chenxi, Wang, Zhitong, Lang, Qin, Feng, Lan, Zhang, Ming, Qin, Wenmin, Tao, Minghui, Wang, Yi, Wang, Lunche
Land Use/Land Cover Classification
Climatic zoning and future projections of citrus black spot in Brazil: adaptive strategies for sustainable citrus farming in the face of climate change
2025
Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Baratti, Ana Claudia Costa, Rossi, Maira Ferreira de Melo, Lorencone, Pedro Antonio, Lorencone, Joao Antonio
Land Use/Land Cover Classification
Climate-Driven Shifts in Bat Distributions Reveal Functional
2025
Liu, Yingying, Geng, Yang, Pan, Yushi, Zeng, Hao, Huang, Zhenglanyi, Taylor, Peter John, Jiang, Tinglei
Land Use/Land Cover Classification
Climate change dominates recent increase in streamflow in the Yellow River Basin
2025
Huang, Zhen, Tang, Zixuan, Tian, Jing, Zhang, Xuanze, Ma, Ning, Bai, Xinli, Zhang, Yongqiang
Albedo , Anisotropy
Climate change effects on submarine groundwater discharge and regional variations along the Korean Peninsula
2025
Jung, Hahn Chul, Yoon, Yeosang
Land Use/Land Cover Classification
Combining Observations and Models: A Review of the CARDAMOM Framework
2025
Worden, Matthew A., Bilir, T. Eren, Bloom, A. Anthony, Fang, Jianing, Klinek, Lily P., Konings, Alexandra G., Levine, Paul A., Milodowski, David T., Quetin, Gregory R., Smallman, T. Luke, BarOn, Yinon M., Braghiere, Renato K., David, Cedric H., Fischer, Nina A., Gentine, Pierre, Green, Tim J., Jones, Ayanna, Liu, Junjie, Longo, Marcos, Ma, Shuang, Magney, Troy S., Massoud, Elias C., Myrgiotis, Vasileios, Norton, Alexander J., Parazoo, Nick, Tajfar, Elahe, Trugman, Anna T., Williams, Mathew, Worden, Sarah, Zhao, Wenli, Zhu, Songyan
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass
Comparative analysis of global urban land surface phenology between the
2025
Yin, Peiyi, Li, Xuecao, Heiskanen, Janne, Pellikka, Petri
Land Use/Land Cover Classification
Comparative analysis of land-atmosphere interactions across three
2025
Hingerl, Luitpold, Bliefernicht, Jan, Guug, Samuel, Sy, Souleymane, Neidl, Frank, Jagdhuber, Thomas, Kunstmann, Harald
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Comparing Calculations of Seasonal Variations of Atmospheric Muons in Deep Underground Detectors
2025
Soldin, Dennis, Alves, Amanda, Pyras, Lilly, Verpoest, Stef
Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone
Comprehensive reassessment of Australia's land-surface phenology trends
2025
Burton, Chad.A., Rifai, Sami.W., Renzullo, Luigi.J., Van Dijk, Albert.I.J.M.
Reflectance , Anisotropy