Land surface information from satellites boost near-surface temperature forecast skill
2026
Ruiz-Vasquez, Melissa, O, Sungmin, Brenning, Alexander, Reichstein, Markus, Balsamo, Gianpaolo, Orth, Rene
Emissivity, Land Surface Temperature
Methodological sensitivities when identifying dryland degradation: case studies from two Australian regions
2026
Zhang, Xinyue, Evans, Jason P., Fisher, Adrian G.
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Vegetation Index , Enhanced Vegetation Index (EVI)
Millennial-scale fire and climate dynamics in the world's largest
2026
Whitney, Bronwen S., Neves, Danilo M., Loughlin, Nicholas J.D., D'Apolito, Carlos, Coblinski Tavares, Carla, Hocking, Emma P., Mayle, Francis E., Power, Mitchell J., Silva, Aguinaldo, Assine, Mario L.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition
2026
Lavergne, Alienor, Harrison, Sandy P., Atsawawaranunt, Kamolphat, Dong, Ning, Prentice, Iain Colin
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Landscape Patterns
Microbial growth rate is a stronger predictor of soil organic carbon than carbon use efficiency
2026
He, Xianjin, Marmasse, Gaelle, Hu, Junxi, Varney, Rebecca M., Manzoni, Stefano, Ciais, Philippe, Wang, Ying-Ping, Cui, Yongxing, Bai, Edith, Abramoff, Rose Z., Abs, Elsa, Schwarz, Erik, Zhang, Haicheng, Goll, Daniel S.
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Microspherules, meltglass, and nanoparticles from the Younger Dryas boundary layer at White Pond, USA
2026
Moore, Christopher R., LeCompte, Malcolm A., West, Allen, Baalousha, Mohammed, Bizimis, Michael, Mallinson, David J., Brooks, Mark J., Goodyear, Albert C., Ferguson, Terry A., Mitra, Siddhartha, Lane, Chad S., Them, Theodore R., Pyne-ODonnell, Sean, Wolbach, Wendy S., Adedeji, Victor, Harris, M. Scott, Alam, Mahbub, Kletetschka, Gunther, Defant, Marc J., Martinez-Colon, Michael, Taylor, Sean G., Stone, Peter A., Abbott, Dallas H., Witwer, Timothy
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Minimum-Time Dubins Airplane Inspection Tours with Visibility and Dwell Time Constraints
2026
Hague, Collin, Willis, Andrew, Maity, Dipankar, Wolek, Artur
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Prediction of groundwater total nitrogen via an interpretable ensemble machine learning framework: Implications for groundwater diversion management in complex catchments
2026
Sun, Qiqi, Cui, Yuhuan, Wang, Jie, Chen, Guanyu, Zhang, Shuhui, Yang, Ming, Liu, Mengyu, Hao, Shuang, Liu, Lin
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Prediction of maize yield in Uganda using CNN-LSTM architecture on a multimodal climate and remote sensing dataset
2026
Taremwa, Danison, Ahishakiye, Emmanuel, Obbo, Aggrey, Kisozi, Paul Kategaya, Kaggwa, Fred
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Prediction to Prevention: Comparative Machine Learning Models for Early Intervention of Dactyloctenium radulans in Australia
2026
Asaduzzaman, Md, Mandal, Mohammad Shamim Hasan, Koetz, Eric, Rahman, Azizur, Masum, Sheikh Muhammad
Land Use/Land Cover Classification
Prioritizing stream network connectivity for species conservation and
2026
Karanasios, Panagiotis I., Schmeller, Dirk S., Lin, Yu-Pin
Reflectance
Predicting spatial patterns of Cuculus canorus under climate change in Turkiye
2026
Ertugrul, Emrah, Akdemir, Dogan, Ozdemir, Serkan
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Predicting the spatial distribution of vegetation alliances with ecological knowledge under sample-limited conditions
2026
Zhao, Fang-He, Jia, Ningxia, Guo, Ke, Zhu, A-Xing, Qin, Cheng-Zhi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Predicting the spatio-temporal risk of human tick-borne encephalitis
2026
Dagostin, Francesca, Erazo, Diana, Marini, Giovanni, Da Re, Daniele, Tagliapietra, Valentina, Avdicova, Maria, Avsic-Zupanc, Tatjana, Dub, Timothee, Fiorito, Nahuel, Knap, Natasa, Gossner, Celine M., Kerlik, Jana, Makela, Henna, Markowicz, Mateusz, Olyazadeh, Roya, Richter, Lukas, Wint, William, Zuccali, Maria Grazia, Zygutiene, Milda, Dellicour, Simon, Rizzoli, Annapaola
Emissivity, Land Surface Temperature
Predicting Postfire Forest Mortality Using Remote Sensing Data and Machine Learning
2026
Shvetsov, E. G.
Reflectance
Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran
2026
Sima, Somayeh, Dehkordi, Iman Raissi, Taghikhani, Mohammadhosein, Karimi, Neamat
Reflectance
Optimized Hybrid Texture and Spectral Feature Selection Using Hippopotamus Optimization Algorithm in Hyperspectral Imaging
2026
Angeline, A. Rachel Stefna, Anand, R.
Agricultural Plant Science
Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed
2026
Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui
Carbon , Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification
Organo-aluminum complexation as a dominant metal control on soil carbon storage in Andisols: Global evidence across pedogenic and pH gradients
2026
Kida, Morimaru, Nagano, Hirohiko, Shimada, Hiroaki, Fukumasu, Jumpei, Wagai, Rota
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Origins of precipitation in the world's water towers
2026
Zhang, Bomei, Gao, Hongkai, WangErlandsson, Lan, Li, Yan
Land Use/Land Cover Classification
PhysicsInformed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events
2026
Song, Yalan, Sawadekar, Kamlesh, Frame, Jonathan M., Pan, Ming, Clark, Martyn P., Knoben, Wouter J. M., Wood, Andrew W., Lawson, Kathryn E., Patel, Trupesh, Shen, Chaopeng
Evapotranspiration , Latent Heat Flux
Patterns and drivers of vegetation resilience across China and the negative impact of warm droughts
2026
Zhao, Xueming, Zheng, Zhaoju, Schmid, Bernhard, Zhao, Yujin, Zhao, Dan, Wu, Bingfang, Zeng, Yuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Phenophase-specific climate impacts and legacy effects govern autumn
2026
Li, Yizhuo, Zhang, Yuan, Wang, Anzhi
Land Use/Land Cover Classification , Reflectance , Enhanced Vegetation Index (EVI)
Photosynthesis, heat, and structure: an evident hierarchy of environmental conditions driving wetland carbon assimilation
2026
Romero, Eric, Rey-Sanchez, Camilo, Gerlein-Safdi, Cynthia, Baldocchi, Dennis D., Lee, Philip, Dronova, Iryna
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Recent changes in antarctic surface air temperature based on the fusion of satellite and in-situ measurements
2026
Xie, Siqin, Wei, Sihao, Li, Zichen, Li, Qingxiang
Emissivity, Land Surface Temperature
Reduced future summer water availability in the Tien Shan due to Glacier wastage
2026
Van Tricht, Lander, Zekollari, Harry, Huss, Matthias, van Tiel, Marit, Vanderkelen, Inne, Aguayo, Rodrigo, Compagno, Loris, Thiery, Wim, Huybrechts, Philippe, Farinotti, Daniel
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Reduced Vegetation Uptake During the Extreme 2023 Drought Turns the Amazon Into a Weak Carbon Source
2026
Botia, S., DiasJunior, C. Q., Komiya, S., van der Woude, A. M., Terristi, M., de Kok, R. J., Koren, G., van Asperen, H., Jones, S. P., D'Oliveira, F. A. F., Weber, U., MarquesFilho, E. P., Cely, I. M., Araujo, A., Lavric, J. V., Walter, D., Li, X., Wigneron, J. P., Stocker, B. D., Goncalves de Souza, J., O'Sullivan, M., Sitch, S., Ciais, P., Chevallier, F., Li, W., Luijkx, I., Peters, W., Quesada, C. A., Zaehle, S., Trumbore, S., Bastos, A.
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM, Albedo , Anisotropy, Reflectance
Rapid Loss of Terrestrial Ecosystem Multifunctionality in China on a Century Scale
2026
He, Wen, Sun, Jian, Di, Baofeng, Penuelas, Josep
Biomass, Forests, Grasslands, Alpine/Tundra, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Advancing ecohydrological modelling: coupling LPJ-GUESS with ParFlow for integrated vegetation and surface-subsurface hydrology simulations
2026
Jia, Zitong, Chen, Shouzhi, Fu, Yongshuo H., Martin Belda, David, Warlind, David, Olin, Stefan, Xu, Chongyu, Tang, Jing
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Advancing fire regime assessment in the Indian Himalayan forests using
2026
Bhandari, Konica, Singh, Gulab
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , VEGETATION HEIGHT
Advancing point-to-grid scale ET mapping: comparative assessment of ECOSTRESS and MODIS LST and ET across heterogeneous landscapes
2026
Park, Kijin, Baik, Jongjin, Kim, Kiyoung, Park, Jongmin
Evapotranspiration , Latent Heat Flux, Geolocation, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Clouds
Ai-driven spatiotemporal modelling of agricultural biomass residues in
2026
Shi, Zhan, Marinello, Francesco, Pezzuolo, Andrea
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Active Fire Dynamics in Venezuela
2026
Correia Filho, Washington Luiz Felix, Freire, Felipe Machado, de Oliveira-Junior, Jose Francisco, Santiago, Dimas de Barros, Paredes-Trejo, Franklin, Pereira, Carlos Rodrigues, Abdo, Hazem Ghassan
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux, Photosynthesis, Primary Production
Adapting to drought: climate change and agricultural resilience in Batken region of Kyrgyzstan
2026
Murzakulova, Asel, Isaev, Erkin, Ermanova, Mariiash
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A spatialtemporal seamless reconstruction method for high-resolution 16 m daily land surface albedo products
2026
Guo, Zhaotong, Wen, Jianguang, You, Dongqin, Tang, Yong, Piao, Sen, Liu, Qinhuo, Xiao, Qing
Albedo , Anisotropy
Aerial culling alters activity patterns but not grouping or movement in invasive fallow deer
2026
McCarthy, Eliane D., Grueber, Catherine E., Cox, Tarnya E., Lai, Bernadette, Tomkins, Eleanor, Janes, Michelle, Cass, Jessica, Kuner, Cassandra, Whittaker, Carmen, Newsome, Thomas M.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
All-sky hourly estimation over East Asia using Himawari-8 AHI and
2026
Bae, Sejeong, Son, Bokyung, Sung, Taejun, Kim, Yejin, Kim, Youngseok, Im, Jungho
Land Use/Land Cover Classification
Accelerated carbon cycling after 50 years of warming and increasing hydrologic variability in a temperate stream
2026
Carter, Alice M., Vlah, Michael J., Hall, Robert O., Bernhardt, Emily S.
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Advanced GIS-Based RUSLE Modeling for Soil Erosion Estimation in the Toplica River Basin, Serbia
2026
orevic, Milan, okic, Mran, Manic, Milos, Veskovic, Jelena, Dragovic, Ranko, Smiciklas, Ivana, Dragovic, Snezana, Onjia, Antonije
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Advanced stepwise machine learning integration of near-real-time
2026
Liu, Lingxue, Lei, Huajin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An Interpretable Index-Based Analysis and Scenario-Based Spatial Simulation of Vegetation Drought in the Yellow River Water Conservation Area
2026
Li, Rong, Zhu, Rui, Yin, Zhenliang, Li, Tong, Li, Mengwei, Zhou, Ganlin
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An artificial intelligence model for sand and dust storm forecast driven by AI weather forecasts
2026
Wang, Jikang, Hua, Cong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An assessment of aerial firefighting response times between agencies during the 2020 fire season in California
2026
Magstadt, Shayne, Belval, Erin J., Pietruszka, Bradley M., Wei, Yu, O'Connor, Christopher D.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Alpha, beta and gamma diversity in relatively natural, mixed and transformed landscape scenarios
2026
Deng, Shuyu, Beale, Colin M., Thomas, Chris D.
Land Use/Land Cover Classification
Alpine Vegetation Under Stress: Drought Impacts on Subtropical Humid HighMountain Plant Communities in East Asia
2026
Kuo, ChuChia, Su, Yu, Liu, HoYih, Lin, ChengTao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Amazon forest nutrient limitation is mitigated by distant fire emissions
2026
Descals, Adria, Janssens, Ivan A., Penuelas, Josep
Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Reflectance , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Amplified warming in tropical and subtropical cities under 2 C climate change
2026
Berk, S., Joshi, M. M., Goodess, C. M., Nowack, P.
Land Surface Temperature , Emissivity
An Algorithm for Using Satellite Imagery to Identify Promising Areas for Introduction of Thermophilic Crops: a Case Study of Novgorod Oblast
2026
Gornyy, V. I., Balun, O. V., Kiselev, A. V., Tronin, A. A., Shkodina, E. P.
Land Surface Temperature , Emissivity
An automatic, rapid and continuous impervious surface mapping framework based on historical land cover datasets
2026
Sun, Lingyu, Wu, Chen, Zhang, Liangpei, Guo, Haonan
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
An ecological cascade links climatic variability to avian irruptions and zoonotic salmonellosis outbreaks
2026
Tonelli, Benjamin A., Youngflesh, Casey, Tingley, Morgan W.
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Shortwave Radiation, Vapor Pressure, Forest Management