A comparison of drought indices for crop yield loss detection: The role
2025
Holwerda, Friso, Salazar-Martinez, Diego, Holmes, Thomas R.H., Hain, Christopher R., Anderson, Martha C.
Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Land Use/Land Cover Classification
A comparison of machine learning algorithms for predicting gross primary
2025
Agarwal, Geetika, Deb Burman, Pramit Kumar, Kulkarni, Vrushali Y, Kosamkar, Pranali K
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
A comparison of physics-based, data-driven, and hybrid modeling approaches for rice phenology prediction
2025
Yu, Jin, Zhao, Yifan, Lei, Guoqing, Zeng, Wenzhi
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A dataset of daily cloud-free remote sensing indices for the cryosphere in High Mountain Asia (20002023)
2025
SUN, Xingliang, SHI, Kaidan, HU, Zhimin, FENG, Min, GUO, Xuejun
Reflectance
A dataset of monthly NDVI at a 10-meter resolution for the Yangtze River Delta (20192023)
2025
LIU, Lemeng, LI, Yang, DAI, Ling
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset on metal-related production activities and their socio-environmental impacts in Canada
2025
Pellan, Marin, Greffe, Titouan, Majeau-Bettez, Guillaume, de Bortoli, Anne
Land Use/Land Cover Classification
A decade-long flow reversal in the intergyre region of the eastern north
2025
Gonzalez-Pola, Cesar, Somavilla, Raquel, Grana, Rocio, Viloria, Amaia, Ibanez-Tejero, Laura
Sea Surface Temperature
A decision support system for aiding watercourses classification
2025
Rodrigues, Murilo Brazzali, Reis, Jose Antonio Tosta dos, Mendonca, Antonio Sergio Ferreira
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Deep Learning Approach to Downscaling Microwave Land Surface
2025
Waring, Abigail Marie, Ghent, Darren, Moffat, David, Jimenez, Carlos, Remedios, John
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
A deep learning method for generating gap-free FAPAR time series from
2025
Zhang, Guodong, Yin, Gaofei, Zhao, Wei, Wang, Meilian, Verger, Aleixandre
Land Use/Land Cover Classification
A modeling framework for control of nonpoint source pollution and evaluation of best management practices for identification of critical source areas
2025
Muhammetoglu, Ayse, Akdegirmen, Ozgun, Dugan, Secil Tuzun, Orhan, Pelin
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Long-Term 30-m Fractional Vegetation Cover Dataset Downscaled From
2025
Du, Xiaozheng, Zhao, Xiang, Wang, Haoyu, Zhao, Jiacheng
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
A long-term reconstruction of a global photosynthesis proxy over 19822023
2025
Fang, Jianing, Lian, Xu, Ryu, Youngryel, Jeong, Sungchan, Jiang, Chongya, Gentine, Pierre
Reflectance , Brightness Temperature, REFLECTED INFRARED, Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Albedo , Anisotropy, Land Use/Land Cover Classification
A Machine Learning Algorithm to Convert Geostationary Satellite LST to Air Temperature Using In Situ Measurements: A Case Study in Rome and High-Resolution Spatio-Temporal UHI Analysis
2025
Cecilia, Andrea, Casasanta, Giampietro, Petenko, Igor, Argentini, Stefania
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Global, Multidecadal Carbon Monoxide (CO) Record from the Sounder AIRS/CrIS System
2025
Wang, Tao, Payne, Vivienne H., Manning, Evan, Pagano, Thomas S., Lambrigtsen, Bjorn, Monarrez, Ruth
Tropospheric Ozone, Tropopause, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Methane, Outgoing Longwave Radiation, Atmospheric Temperature , Surface Temperature , Air Temperature, Skin Temperature, Upper Air Temperature, Vertical Profiles, Atmospheric Water Vapor, Layered Precipitable Water, Total Precipitable Water, Cloud Properties, Cloud Fraction, Cloud Top Temperature, Precipitation , Skin Temperature, Ocean Temperature, Sea Surface Skin Temperature, Carbon Monoxide , Geopotential Height, Atmospheric Ozone, Surface Pressure, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution, Cloud Types, Precipitation Rate , Emissivity, Sea Surface Temperature , Air Quality , Atmospheric Pressure, Water Vapor Indicators, Water Vapor, Carbon Monoxide Profiles, Sulfur Dioxide
A high resolution, gridded product for vapor pressure deficit using Daymet
2025
Corak, Nicholas K., Thornton, Peter E., Lowman, Lauren E. L.
Land Use/Land Cover Classification , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Shortwave Radiation, Vapor Pressure, Surface Pressure, Longwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain, Land Surface Temperature
A GEE TSEB workflow for daily high-resolution fully remote sensing
2025
El Hazdour, Ikram, Le Page, Michel, Hanich, Lahoucine, Chakir, Adnane, Lopez, Oliver, Jarlan, Lionel
Evapotranspiration , Latent Heat Flux
A General Model for the Seasonal to Decadal Dynamics of Leaf Area
2025
Zhou, Boya, Cai, Wenjia, Zhu, Ziqi, Wang, Han, Harrison, Sandy P., Prentice, I. Colin
Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
A Generalized Spatiotemporally Weighted Boosted Regression to Predict
2025
Wu, Ritu, Hong, Zhimin, Du, Wala, Shan, Yu, Ying, Hong, Wu, Rihan, Gantumur, Byambakhuu
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A Geospatial Livestock-Carrying Capacity Model (GLCC) in the Akmola
2025
Qi, Jiaguo, Lin, Zihan, Weltz, Mark A., Spaeth, Kenneth E., Iskakova, Gulnaz, Nesbit, Jason, Toledo, David, Yespolov, Tlektes, Kussainova, Maira, Makhmudova, Lyazzat K., Xin, Xiaoping
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
A Map of Dominant Cloud-Controlling Factors for Cloud Fraction and Total
2025
Naud, Catherine M., Elsaesser, Gregory S., Booth, James F.
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, Vertical Profiles, Ozone Profiles, Clouds , Cloud Optical Depth/Thickness, 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 , Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms
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 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) at GES DISC MODIS_CR_Equal_Angle_3h MODIS/Aqua Aerosol Cloud Water Vapor Ozone Daily L3 Global 1Deg CMG
A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator
2025
Hodges, Erik, Chew, Clara, Small, Eric E., Bai, Dinan, Al-Khaldi, Mohammad, Ouellette, Jeffrey D., Johnson, Joel T., Lei, Fangni, Kurum, Mehmet, Cafer Gurbuz, Ali, Senyurek, Volkan, Nabi, M. M., Xu, Xiaolan, Shah, Rashmi, Yueh, Simon H., Hayashi, Akiko, Setti, Paulo T., Tabibi, Sajad, Santi, Emanuele, Pettinato, Simone, Ruf, Christopher S., Moghaddam, Mahta
Land Use/Land Cover Classification
A forecasting model for desert locust presence during recession period, using real-time satellite imagery
2025
Marescot, Lucile, Fernandez, Elodie, Dridi, Hichem, Benahi, Ahmed Salem, Hamouny, Mohamed Lemine, Maeno, Koutaro Ould, Escorihuela, Maria-Jose, Paolini, Giovanni, Piou, Cyril
Reflectance
A Framework for Assessing the Habitat Correlates of Spatially Explicit Population Trends
2025
Stillman, Andrew N., Davis, Courtney L., Dunham, Kylee D., RuizGutierrez, Viviana, Rodewald, Amanda D., Johnston, Alison, Auer, Tom, StrimasMackey, Matt, Ligocki, Shawn, Fink, Daniel
Land Use/Land Cover Classification
A framework to explore the services value provided by snow cover: A case study for Heilongjiang Province, China
2025
Fan, Yu, Jia, Changgeng, Song, Youtao, Yan, Denghua
Snow Cover
A global daily mesoscale front dataset from satellite observations: in
2025
Xing, Qinwang, Yu, Haiqing, Yu, Wei, Chen, Xinjun, Wang, Hui
Sea Surface Temperature , Sea Surface Temperature
A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021
2025
Hu, Die, Wang, Yuan, Jing, Han, Yue, Linwei, Zhang, Qiang, Fan, Lei, Yuan, Qiangqiang, Shen, Huanfeng, Zhang, Liangpei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
A global dataset of remote sensing-based soil critical point and permanent wilting point
2025
Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Land Use/Land Cover Classification
A global dataset of terrestrial biological nitrogen fixation
2025
Reis Ely, Carla R., Perakis, Steven S., Cleveland, Cory C., Menge, Duncan N. L., Reed, Sasha C., Batterman, Sarah A., Crews, Timothy E., Dynarski, Katherine A., Gei, Maga, Gundale, Michael J., Jovan, Sarah E., Kou-Giesbrecht, Sian, Peoples, Mark B., Rodriguez-Caballero, Emilio, Salmon, Verity G., Soper, Fiona M., Staccone, Anika P., Taylor, Benton N., Weber, Bettina, Wurzburger, Nina
Land Use/Land Cover Classification
A global land-use data cube 19922020 based on the Human Appropriation of Net Primary Production
2025
Matej, Sarah, Weidinger, Florian, Kaufmann, Lisa, Roux, Nicolas, Gingrich, Simone, Haberl, Helmut, Krausmann, Fridolin, Erb, Karl-Heinz
Land Use/Land Cover Classification
A global long-term daily multilayer soil moisture dataset derived from machine learning
2025
Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei
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
A global near real-time dataset of Microwave Integrated Drought Index from the Fengyun-3 satellites
2025
Zhang, Anzhi, Gao, Hao, Xu, Ronghan, Li, Xiaoqing, Zhao, Huichen, Jia, Gensuo
Precipitation , Rain, Precipitation Amount, Precipitation Rate , Snow, Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Land Use/Land Cover Classification
A Global Regionalisation of Tree Functional Capacity
2025
Jimenez, Yohana G., Paz, Andrea, BialicMurphy, Lalasia, Crowther, Thomas, Maynard, Daniel S.
Land Use/Land Cover Classification
A global urban tree leaf area index dataset for urban climate modeling
2025
Dong, Wenzong, Yuan, Hua, Lin, Wanyi, Liu, Zhuo, Xiang, Jiayi, Wei, Zhongwang, Li, Lu, Li, Qingliang, Dai, Yongjiu
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A new framework for making carbon compensation standards considering
2025
Yang, Yinan, Zhao, Xian, Yu, Tao, Li, Xiangyun, Lan, Hailian, Xia, Fan, Xie, Yujing
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
A new generation aerosol optical depth dataset based on AVHRR data over
2025
Che, Yahui, Guang, Jie, Xue, Yong, de Leeuw, Gerrit, She, Lu, Mei, Linlu, He, Xingwei, Sun, Ling, Li, Zhengqiang
Land Use/Land Cover Classification
A Neighborhood Approach for Using Remotely Sensed Data to Estimate
2025
Johnson, Bethany A., PinillaBuitrago, Gonzalo E., Anderson, Robert P.
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
A New Age of SAR: How Can Commercial Smallsat Constellations Contribute
2025
Huang, Stacey A., Osmanoglu, Batuhan, Scheuchl, Bernd, Oveisgharan, Shadi, Sauber, Jeanne M., Jo, MinJeong, Khazendar, Ala, Tymofyeyeva, Ekaterina, Wusk, Betsy, Albayrak, Arif
Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Avalanche, Socioeconomics , Sustainability , Land Use/Land Cover Classification
A new approach for monitoring spatial and temporal changes in forest types in subtropical regions with sample migration and multi-source remote sensing data
2025
Zheng, Pengfei, Han, Dongyang, Liu, Jiang, Xu, Bin, Fang, Panfei, Huang, Shaodong, Liu, Wendou, Chen, Shaozhi
Land Surface Temperature , Emissivity
A Parsimonious Downscaling Method for Global Potential Net Primary Production: From 30 arcmin to 30 arcsec Resolution
2025
Weidinger, Florian, Matej, Sarah, Baumbach, Lukas, Hickler, Thomas, Werner, Christian, Erb, KarlHeinz
Land Use/Land Cover Classification , Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
A new weighted rough set and improved BP neural network method for
2025
Zhao, Enhui, Wang, Ning, Cui, Shibo, Zhao, Rui, Yu, Yongping
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Novel Approach for Inverting Forest Fuel Moisture Content Utilizing
2025
Wang, Wenjun, Zhou, Cui, Zhang, Junxiang, Li, Yuanzong, Chen, Zhenyu, Luo, Yongfeng
Land Use/Land Cover Classification
A Novel Approach for Reliable Classification of Marine Low Cloud Morphologies with VisionLanguage Models
2025
Erfani, Ehsan, Hosseinpour, Farnaz
Infrared Radiance, REFLECTED INFRARED, Visible Radiance
A novel calibration of global soil roughness effects for SMOS-IC soil
2025
Konkathi, Preethi, Li, Xiaojun, Fernandez-Moran, Roberto, Liu, Xiangzhuo, Xing, Zanpin, Frappart, F., Piles, Maria, Karthikeyan, L., Wigneron, Jean-Pierre
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation
A new method for diagnosing effective radiative forcing from aerosolcloud interactions in climate models
2025
Duran, Brandon M., Wall, Casey J., Lutsko, Nicholas J., Michibata, Takuro, Ma, Po-Lun, Qin, Yi, Duffy, Margaret L., Medeiros, Brian, Debolskiy, Matvey
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
A new roughness parameterization scheme based on vegetation dynamics and
2025
Yuan, Yuan, Ma, Yaoming, Yang, Chenyi, Chen, Jinlei, Xiao, Gang, Xu, Min
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
A multi hazard extreme weather event in Southern Italy: Assessment and sensitivity tests of the WRF model
2025
Avolio, E., Castorina, G., Torcasio, R.C., Federico, S.
Sea Surface Temperature
A Multi-Model Framework Based on Remote Sensing to Assess Land
2025
DAcunto, Federica, Dubovyk, Olena, Raghuvanshi, Nikhil, Marinello, Francesco, Iodice, Filippo, Pezzuolo, Andrea
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
A Multi-Scale Comprehensive Evaluation for Nine Evapotranspiration Products Across Mainland China Under Extreme Climatic Conditions
2025
Qian, Long, Wu, Lifeng, Dong, Ning, Dai, Tianjin, Yu, Xingjiao, Bai, Xuqian, Yang, Qiliang, Liu, Xiaogang, Chen, Junying, Zhang, Zhitao
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain, Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Ground Water , Latent Heat Flux
Investigating the value of AMSR-E soil moisture data assimilation for
2025
Omidi, Nima, Alizadeh, Hosein, Mojaradi, Barat
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps