Global agricultural lands in the year 2015
2025
Mehrabi, Zia, Tong, Kaitai, Fortin, Julie, Stanimirova, Radost, Friedl, Mark, Ramankutty, Navin
Land Use/Land Cover Classification
Global air quality index prediction using integrated spatial observation data and geographics machine learning
2025
Anggraini, Tania Septi, Irie, Hitoshi, Sakti, Anjar Dimara, Wikantika, Ketut
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Global alternatives of natural vegetation cover
2025
Bastin, Jean-Francois, Latte, Nicolas, Bogaert, Jan, Garcia, Claude A., Berzaghi, Fabio, Maestre, Fernando T., Svenning, Jens-Christian, Assede, Emeline, Barima, Sabas, Besisa, Timothee, Bouchoms, Samuel, Crowther, Thomas W., de Haulleville, Thales, de Lame, Hugo, Depoortere, Pauline, Dufrene, Marc, Hoek Van Dijke, Anne J., Lhoest, Simon, Mahy, Gregory, Messier, Christian, Mollicone, Danilo, Ramalason, Felana Nantenaina, Peaucelle, Marc, Plumacker, Antoine, Quetier, Fabien, Rakotondrasoa, Olivia, Sambieni, Kouagou Raoul, Sparrow, Ben, Tarelkin, Yegor, Sikuzani, Yannick Useni, Vander Linden, Arthur, Lejeune, Philippe
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Land Surface Temperature , Emissivity
Global Evapotranspiration Retrieval Using Fengyun-3D Passive Microwave
2025
Liu, Qingyang, Zhang, Peng, Wang, Yipu, Hu, Jiheng, Li, Rui
Land Use/Land Cover Classification , Evapotranspiration , Latent Heat Flux
Global geoinformation data products for monitoring indicators of Sustainable Development Goals: A review
2025
Hu, Yuli, Cao, Xin
Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands
Global increase in the occurrence and impact of multiyear droughts
2025
Chen, Liangzhi, Brun, Philipp, Buri, Pascal, Fatichi, Simone, Gessler, Arthur, McCarthy, Michael James, Pellicciotti, Francesca, Stocker, Benjamin, Karger, Dirk Nikolaus
Land Use/Land Cover Classification
Global intraday land surface temperature estimation of enhanced coverage by fusion of passive microwave data between different polar orbits
2025
Song, Peilin, Wang, Mengran, Xu, Ronghan, Chen, Lin, Liao, Jie, Wu, Shengli, Li, Guicai, Hu, Xiuqing
Emissivity, Land Surface Temperature
Global land cover maps do not reveal mining pressures to biodiversity
2025
Sonter, Laura J., Nursamsi, Ilyas, Bennun, Leon, Graham, Jamie, Maus, Victor, Rainey, Hugo, Starkey, Malcolm, Turner, Joseph A., Watson, James E. M., Prescott, Graham W.
Land Use/Land Cover Classification
Global digital elevation model (GDEM) product generation by correcting ASTER GDEM elevation with ICESat-2 altimeter data
2025
Li, Binbin, Xie, Huan, Liu, Shijie, Ye, Zhen, Hong, Zhonghua, Weng, Qihao, Sun, Yuan, Xu, Qi, Tong, Xiaohua
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Forest Management
Global disparity in synergy of solar power and vegetation growth
2025
Chen, Shi, Wang, Yuhan, Lu, Xi, He, Kebin, Hao, Jiming
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Global distribution and predictors of the mineral-associated to total soil organic carbon ratio: an indicator of soil carbon stability
2025
Zhao, Jiangjia, Minasny, Budiman, Setia, Raj, Zhou, Zhenghu, Ren, Chengjie, Biswas, Asim, Luo, Zhongkui, Zhou, Lianqing, Shi, Zhou, Chen, Songchao
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Global estimates of the storage and transit time of water through vegetation
2025
Felton, Andrew J., Fisher, Joshua B., Hufkens, Koen, Purdy, Adam J., Spawn-Lee, Seth A., Duloisy, Lou F., Goldsmith, Gregory R.
Biomass, Forests, Grasslands, Alpine/Tundra, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Air Temperature, Specific Humidity, Surface Winds , Wind Speed , Geopotential Height, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Reflectance , Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Global Aboveground and Belowground Biomass Carbon Density Maps for the Year 2010 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Aqua Vegetation Indices 16-Day L3 Global 250m SIN Grid V006 MERRA-2 inst1_2d_lfo_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2I1NXLFO) at GES DISC MODIS/Aqua Vegetation Indices 16-Day L3 Global 250m SIN Grid V061 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 MODIS/Aqua Surface Reflectance Daily L2G Global 250m SIN Grid V061 MODIS/Aqua Net Primary Production Yearly L4 Global 500m SIN Grid V006 MODIS/Aqua Surface Reflectance Daily L2G Global 250m SIN Grid V006 MODIS/Terra Vegetation Continuous Fields Yearly L3 Global 250m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 MODIS/Terra Vegetation Continuous Fields Yearly L3 Global 250m SIN Grid V006
Generating high accuracy multi-layer soil moisture at daily scale in the black soil region of China
2025
Chen, Liwen, Wang, Yangguang, Ren, Jingquan, Song, Haiqing, Zhang, Guangxin, Sun, Jingxuan, Wang, Lijun, Mu, Jia, Liu, Cong, Wang, Meiyu
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Generating the 500 m Global Satellite Vegetation Productivity Phenology
2025
Ren, Boyu, Cao, Yunfeng, Tian, Jiaxin, Liang, Shunlin, Yu, Meng
Land Use/Land Cover Classification , Plant Phenology, Land Use/Land Cover , Enhanced Vegetation Index (EVI)
Generation of 30 m resolution monthly burned area product in Africa
2025
Huang, Shunguo, Long, Tengfei, Zhang, Zhaoming, He, Guojin, Wang, Guizhou
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Improving satellite remote sensing estimates of the global terrestrial
2025
Heberger, Matthew, Aires, Filipe, Pellet, Victor
Emissivity, Land Surface Temperature , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrestrial Water Storage, Snow Cover
Improving terrestrial solar-induced chlorophyll fluorescence (SIF) reconstruction through multi-satellite-derived SIF integration: a comparative study in regional scale
2025
Pan, Mengting, Lin, Xiaofeng, Xiao, Zhongyong, Wang, Fei, Guo, Lifeng, Wang, Cuiping, Xie, Jinghan, Fang, Jingchun
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Reflectance , Anisotropy, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp)
Implementation of Dynamic Fire Injection Height in GFDL's Atmospheric
2025
Pouyaei, Arman, Ginoux, Paul, Ward, Daniel S., Yu, Yan, Horowitz, Larry W.
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Aerosol Particle Properties, Chemical Composition, Air Quality , Black Carbon
Implementing a process-based representation of soil water movement in a
2025
Verbruggen, Wim, Warlind, David, Horion, Stephanie, Meunier, Felicien, Verbeeck, Hans, Wieckowski, Aleksander, Tagesson, Torbern, Schurgers, Guy
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Implications of predator species richness in terms of zoonotic spillover
2025
Chang, Taehee, Cho, Sung-il, Chai, Jong-Yil, Min, Kyung-Duk
Land Use/Land Cover Classification
Importance of N2O in greenhouse gas budgets of tropical peatlands
2025
Parn, Jaan, Espenberg, Mikk, Soosaar, Kaido, Kasak, Kuno, Thayamkottu, Sandeep, Schindler, Thomas, Ranniku, Reti, Sohar, Kristina, Malaverri, Lizardo Fachin, Melling, Lulie, Mander, Ulo
Land Use/Land Cover Classification , Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Improved daily PM2.5 estimates in India reveal inequalities in recent enhancement of air quality
2025
Kawano, Ayako, Kelp, Makoto, Qiu, Minghao, Singh, Kirat, Chaturvedi, Eeshan, Dahiya, Sunil, Azevedo, Ines, Burke, Marshall
Population Size, Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness
Improved evapotranspiration estimation using the Penman-Monteith
2025
Jawad, Muhammad, Behrangi, Ali, Farmani, Mohammad Ali, Qiu, Yuan, Sohi, Hossein Yousefi, Gupta, Aniket, Niu, Guo-Yue
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux, Land Use/Land Cover Classification
Improved global estimates of terrestrial evapotranspiration using the MODIS and VIIRS sensors
2025
Endsley, K. Arthur, Zhao, Maosheng, Kimball, John S., Albrethsen, Tyler, Devadiga, Sadashiva
Albedo , Anisotropy, Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Reflectance , Topographical Relief Maps, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Improving AMSR2-derived Snow Depth Spatial Resolution Through
2025
Ghofrani Esfahani, Ali, Moradizadeh, Mina, Srivastava, Prashant K.
Land Use/Land Cover Classification
Improving crop condition monitoring using phenologically aligned
2025
Zhao, Haoteng, Gao, Feng, Anderson, Martha, Cirone, Richard, Chang, Geba Jisung
Land Use/Land Cover Classification
Improving Dryland Depth to Water Table Estimate Using an Integrated Model With Three Submodels
2025
Chen, Shaohui
Land Surface Temperature , Emissivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain, Snow, Soil Moisture/Water Content , Soil Temperature, Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Improving Forest Burned Area Mapping Using Weak Labels and Probabilistic Deep Learning
2025
Hosseiny, Benyamin, Ramzi, Pouria, Homayouni, Saeid
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Incentivizing water conservation in agriculture: a case study of the
2025
Li, Man, Khan, Asif Ahmed
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Inconsistent Fast and Slow Responses of East Asian Summer Monsoon Precipitation Forced by Black Carbon
2025
Fang, Chenwei, Zhu, Bin, Pan, Chen, Qian, Peng, Wang, Dongdong, Zhang, Yanlin, Lu, Chunsong, Liao, Hong
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone
Incorporating environmental stress improves estimation of photosynthesis
2025
Gao, Lun, Guan, Kaiyu, Jiang, Chongya, Lu, Xiaoman, Wang, Sheng, Ainsworth, Elizabeth A., Wu, Xiaocui, Chen, Min
Reflectance , Photosynthetically Active Radiation , Plant Characteristics, REFLECTED INFRARED, Gross Primary Production (gpp), Land Use/Land Cover Classification
Incorporating plant access to groundwater in global root zone storage capacity estimate
2025
Du, Shuping, Jiang, Shanhu, Ren, Liliang, Cui, Hao, Zhu, Yongwei, He, Miao, Xu, Chong-Yu
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
Incorporating riparian vegetation and stochastic modelling in hydraulic geometry of the Yellow River Estuary inlet
2025
Song, Xiaolong, Xu, Haijue, Bai, Yuchuan
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Incorporating Spatial Information for Regionalization of Environmental
2025
Ohmer, Marc, Doll, Fabienne, Liesch, Tanja
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Improving the representation of major Indian crops in the Community Land Model version 5.0 (CLM5) using site-scale crop data
2025
Reddy, Kangari Narender, Baidya Roy, Somnath, Rabin, Sam S., Lombardozzi, Danica L., Varma, Gudimetla Venkateswara, Biswas, Ruchira, Naik, Devavat Chiru
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Improving the simulation of maize growth using WRF-Crop model based on
2025
Bao, Lun, Yu, Lingxue, Yu, Entao, Li, Rongping, Cai, Zhongquan, Yu, Jiaxin, Li, Xuan
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Evapotranspiration , Latent Heat Flux
Groundwater Crisis in the Eastern Loess Plateau: Evolution of Storage
2025
Li, Jifei, Ma, Jinzhu, Zhou, Ying, Duan, Zhihua, Guo, Yuning
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Groundwater dynamics beneath a marine ice sheet
2025
Cairns, Gabriel J., Benham, Graham P., Hewitt, Ian J.
Basins, Coastline, Grounding Line, Ice Shelves
Groundwater Storage Changes Using GRACE and ESA CCI Soil Moisture Products in Southern Victoria, Australia
2025
Park, Taejun, Seo, KiWeon, Ryu, Dongryeol, Kim, JaeSeung, Lee, Daeha, Chen, Jianli, Wilson, Clark R.
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain, Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
GroundwaterCO2 emissions relationship in Dutch peatlands derived by machine learning using airborne and ground-based eddy covariance data
2025
van der Poel, Laura M., Bataille, Laurent V., Kruijt, Bart, Franssen, Wietse, Jans, Wilma, Biermann, Jan, Rietman, Anne, Buzacott, Alex J. V., van der Velde, Ype, Boelens, Ruben, Hutjes, Ronald W. A.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Growing Season Normalized Difference Vegetation Index in the Nepal Himalaya and Adjacent Areas, 20002019: Sensitivity to Climate Change and Terrain Factors
2025
Nila, Mst Umme Salma, Bobrowski, Maria, Schickhoff, Udo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Growth and Assemblage Dynamics of Temperate Forest Tree Species Match Physiological Resilience to Changes in Atmospheric Chemistry
2025
Oulehle, Filip, Samonil, Pavel, Urban, Otmar, Caslavsky, Josef, Ac, Alexander, Vasickova, Ivana, Kaspar, Jakub, Hubeny, Pavel, Brazdil, Rudolf, Trnka, Miroslav
Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Guiding cultivar choice in smallholder agriculture: Identifying suitability hotspots for maturity groups of field crops
2025
Grewer, Uwe, de Voil, Peter, MacCarthy, Dilys S., Rodriguez, Daniel
Land Use/Land Cover Classification
Habitat Loss and Other Threats to the Survival of Parnassius
2025
Stojanovic, Dejan V., Visacki, Vladimir, Ranelovic, Dragana, Ivetic, Jelena, Orlovic, Sasa
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Land Surface Temperature , Emissivity
Habitat suitability for tropical Asian stingless bees across anthropogenic landscapes
2025
Wayo, K., Haydon, D. T., Piraonapicha, K., Nelli, L.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Habitat use of the Pacific eagle ray Aetobatus laticeps (Myliobatiformes: Aetobatidae) in a marine protected area of touristic importance, Banderas Bay, Mexico
2025
Castelo-Corona, Alejandra P., Maldonado-Gasca, Adrian, Perez-Jimenez, Juan C., Tovar-Avila, Javier
Sea Surface Temperature
High-resolution global soil salinity and sodicity mapping (1980-2024):
2025
Wang, Tiantian, Dong, Jinwei, Lyu, Binyan, Gao, Xuan, Wang, Nan, Shi, Zhou
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes, Land Use/Land Cover Classification , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
High-Resolution Mapping of Peatland Co2 Fluxes Using Drone Multispectral Images
2025
Walcker, R., Le Lay, C., Gandois, L., Elger, A., Jassey, V.E.J.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
High-resolution maps of Arctic surface skin temperature and type retrieved from airborne thermal infrared imagery collected during the HALO(A C)3 campaign
2025
Muller, Joshua J., Schafer, Michael, Rosenburg, Sophie, Ehrlich, Andre, Wendisch, Manfred
Ice Extent , Ice Temperature
High-resolution maximum air temperature estimation over India from MODIS data using machine learning
2025
Joy, Amal, Satheesan, K., Paul, Avinash
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)