Nonlinear drivers of canopy and surface urban heat islands across China's climate zones: marginal and interaction effects from explainable machine learning
2026
Wen, Cong, Mamtimin, Ali, Wang, Haitao, Wang, Yu, Liu, Haotong, Sayit, Hajigul, Song, Meiqi, Gao, Jiacheng, Aihaiti, Ailiyaer, Wulayin, Yisilamu, Yang, Fan, Zhou, Chenglong, Huo, Wen
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Northwest boundary of the western Pacific subtropical high and its relationship with the soil moisture in southern China during boreal summer
2026
Liu, Binshuo, Zhou, Yang, Lei, Boyang, Sun, Shanlei, Chen, Haishan
Surface Soil Moisture
Persistent 20232025 Wildfire Extremes in Canada Produced Unprecedented Emissions and AirQuality Impacts
2026
Chen, Yang, Field, Robert D., Scholten, Rebecca C., Randerson, James T.
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, Fire Dynamics, Surface Radiative Properties , Land Surface Temperature , Fire Occurrence, THERMAL ANOMALIES, Surface Thermal Properties
Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional
2026
Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder
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
Physically interpretable AlphaEarth foundation model embeddings enable LLM-based land surface intelligence
2026
Rahman, Mashrekur
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Physics-guided deep learning for geostationary satellite-based
2026
Fan, Chunquan, Zhang, Yiru, Chen, Rui, Zhang, Hongguo, Yin, Jianpeng, Li, Yanxi, He, Binbin, Quan, Xingwen
Surface Soil Moisture
Pre-Fire Fuel Conditions Are Dominant Drivers of Burn Severity in the
2026
WardBaranyay, M., Lee, C., PascoliniCampbell, M., Sousa, D., Kinoshita, A. M.
Land Surface Temperature , Evapotranspiration , Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Canopy Characteristics
Prediction of suitable habitat and spread of Leptoglossus occidentalis in East Asia
2026
Miao, Lexing, Xia, Canwei
Land Use/Land Cover Classification
Quantifying hydrological acceleration: A process-based framework and its application in arid regions
2026
Hao, Xingming, Zhang, Jingjing, Ci, Mengtao, Sun, Fan, Liang, Qixiang, Xu, Jinfan, Fan, Xue
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Identifying the Dimensions of Degraded Impact Structures Using Digital Elevation Models: A Proof of Concept for Silicate Planets
2025
Anderson, C. J.
Digital Elevation/Terrain Model (DEM)
Land surface temperature variability and climate change assessment for Ludhiana's tehsils using google earth engine
2025
Kochhar, Aarti, Patel, Shashikant, Gupta, Ritika, Dhaliwal, Manveer Kaur, Pateriya, Brijendra
Reflectance , Land Surface Temperature , Emissivity
Land Use and Land Cover Change Patterns from Orbital Remote Sensing Products: Spatial Dynamics and Trend Analysis in Northeastern Brazil
2025
Silva, Jhon Lennon Bezerra da, Silva, Marcos Vinicius da, Lopes, Pabricio Marcos Oliveira, Santos, Rodrigo Couto, Carvalho, Ailton Alves de, Moura, Geber Barbosa de Albuquerque, Silva, Thieres George Freire da, Cezar Bezerra, Alan, Jardim, Alexandre Manicoba da Rosa Ferraz, Ferreira, Maria Beatriz, Silva, Patricia Costa, Silva, Josef Augusto Oberdan Souza, Mesquita, Marcio, Batista, Pedro Henrique Dias, Jordan, Rodrigo Aparecido, Oliveira, Henrique Fonseca Elias de
Total Surface Precipitation Rate, Reflectance
Land Use Change Forcing Data Undermine the Modeling of China's Greening
2025
Wang, Ziyu, Zhao, Weiqing, Cao, Sen, Zhao, Pengjun, Luo, Yuhang, Li, Dajing, Sun, Ziyun, Zhu, Zaichun
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping global floods with 10 years of satellite radar data
2025
Misra, Amit, White, Kevin, Nsutezo, Simone Fobi, Straka, William, Lavista, Juan
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Brightness Temperature
Mapping global leaf inclination angle (LIA) based on field measurement data
2025
Li, Sijia, Fang, Hongliang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Reflectance , Anisotropy
Mapping Global Soil Moisture and Evapotranspiration Coupling Strength
2025
Zhou, Jianhong, Yang, Kun, Dong, Jianzhi, Crow, Wade T., Lu, Hui, Zhao, Long, Feng, Huihui, Tian, Jiaxin, Ma, Xiaogang, Tian, Xin, Jiang, Yaozhi
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
Mapping 1-km soybean yield across China from 2001 to 2020 based on ensemble learning
2025
Zhang, Min, Xu, Xinlei, Ou, Junji, Zhang, Zengguang, Chen, Fangzheng, Shi, Lijie, Wang, Bin, Zhang, Meiqin, He, Liang, Zhang, Xueliang, Chen, Yong, Hu, Kelin, Feng, Puyu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution
2025
Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong
Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover
Mapping anthropogenic pressure in the Brahmani-Baitarani River Basin: a PCA-based approach
2025
Mohanty, Dibya Jyoti, Rout, Jajnaseni
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Boro Rice Cultivation in Bangladesh Using Multi-Temporal MODIS Data and Phenological Approach
2025
Rahman, Md. Mizanur, Tripathi, Nitin Kumar, Mozumder, Chitrini, Kongwarakom, Siwat, Virdis, Salvatore Gonario Pasquale
Reflectance
Local drivers of Rift Valley fever outbreaks in Mauritania: A one health approach combining ecological, vector, host and livestock movement data
2025
Barry, Yahya, Metz, Markus, Krisztian, Lina, Haas, Julia, Brunn, Victoria-Leandra, Beyit, Abdellahi Diambar, El Bara, Ahmed, El Mamy Beyat, Ahmed Bezeid, Habiboulah, Habiboulah, Neteler, Markus, Cetre-Sossah, Catherine, Arsevska, Elena
Reflectance , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Local Finite-Amplitude Wave Activity of Water Vapor as a Diagnostic of
2025
Zhang, Rui, Chang, Edmund K. M.
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, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Precipitation , Atmospheric Ozone, Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds, Total Ozone
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_int_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Vertically Integrated Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXINT) at GES DISC 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
Local GDP Estimates Around the World
2025
Rossi-Hansberg, Esteban, Zhang, Jialing
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Local genetic adaptation to habitat in wild chimpanzees
2025
Ostridge, Harrison J., Fontsere, Claudia, Lizano, Esther, Soto, Daniela C., Schmidt, Joshua M., Saxena, Vrishti, Alvarez-Estape, Marina, Barratt, Christopher D., Gratton, Paolo, Bocksberger, Gaelle, Lester, Jack D., Dieguez, Paula, Agbor, Anthony, Angedakin, Samuel, Assumang, Alfred Kwabena, Bailey, Emma, Barubiyo, Donatienne, Bessone, Mattia, Brazzola, Gregory, Chancellor, Rebecca, Cohen, Heather, Coupland, `, Danquah, Emmanuel, Deschner, Tobias, Dotras, Laia, Dupain, Jef, Egbe, Villard Ebot, Granjon, Anne-Celine, Head, Josephine, Hedwig, Daniela, Hermans, Veerle, Hernandez-Aguilar, R. Adriana, Jeffery, Kathryn J., Jones, Sorrel, Junker, Jessica, Kadam, Parag, Kaiser, Michael, Kalan, Ammie K., Kambere, Mbangi, Kienast, Ivonne, Kujirakwinja, Deo, Langergraber, Kevin E., Lapuente, Juan, Larson, Bradley, Laudisoit, Anne, Lee, Kevin C., Llana, Manuel, Maretti, Giovanna, Martin, Rumen, Meier, Amelia C., Morgan, David, Neil, Emily, Nicholl, Sonia, Nixon, Stuart, Normand, Emmanuelle, Orbell, Christopher, Ormsby, Lucy Jayne, Orume, Robinson, Pacheco, Liliana, Preece, Jodie, Regnaut, Sebastien, Robbins, Martha M., Rundus, Aaron, Sanz, Crickette, Sciaky, Lilah, Sommer, Volker, Stewart, Fiona A., Tagg, Nikki, Tedonzong, Luc Roscelin, van Schijndel, Joost, Vendras, Elleni, Wessling, Erin G., Willie, Jacob, Wittig, Roman M., Yuh, Yisa Ginath, Yurkiw, Kyle, Vigilant, Linda, Piel, Alex K., Boesch, Christophe, Kuhl, Hjalmar S., Dennis, Megan Y., Marques-Bonet, Tomas, Arandjelovic, Mimi, Andres, Aida M.
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Local hourly trends in near-surface and land surface temperatures
2025
Safieddine, Sarah, Clerbaux, Cathy, Munoz-Sabater, Joaquin, Thepaut, Jean-Noel
Emissivity, Land Surface Temperature