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 Mountain Permafrost via GPR-Augmented Machine Learning in the Northeastern QinghaiTibet Plateau
2025
Xiao, Yao, Liu, Guangyue, Hu, Guojie, Zou, Defu, Li, Ren, Du, Erji, Wu, Tonghua, Wu, Xiaodong, Zhao, Guohui, Zhao, Yonghua, Zhao, Lin
Land Surface Temperature , Emissivity
Mapping residual malaria transmission in Vietnam
2025
McPhail, Michael A., Gelaw, Yalemzewod Assefa, Nguyen, Xuan Thang, Oo, Win Han, Fowkes, Freya J.I., Ngo, Duc Thang, Nguyen, Thi Hong Phuc, Symons, Tasmin L., Weiss, Dan J., Gething, Peter W.
Land Surface Temperature , Emissivity
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
Machine learning-based winter wheat yield prediction using multisource
2025
Khosravani Shariati, Seyed Arash, Abbasi, Ali
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 , Reflectance , Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Low-Rank Gap Filling and Downscaling for SMAP Soil Moisture Datasets
2025
Beale, Kevin, Bras, Rafael L., Romberg, Justin
Brightness Temperature, Land Use/Land Cover Classification , Soil Classification, Soil Moisture/Water Content , Soil Temperature, Vegetation Water Content, SIGMA NAUGHT, Surface Soil Moisture, Soil Bulk Density, Soil Moisture/Water Content , Soil Temperature, Soil Texture, Soil Texture, Land Surface Temperature , Precipitation Indices, Soil Moisture, Soil Temperature, Precipitation Amount
Lower growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off
2025
Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina
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
Oak decline in southern Italy: environmental and climate parameters for modelling purposes
2025
Conte, Antonio Luca, Di Pietro, Romeo, Di Marzio, Piera, Strumia, Sandro, Cillis, Giuseppe, Capuano, Andrea, Fortini, Paola
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
Optimal spatiotemporal thinning schemes combined with wood vaulting could maximize the forest biomass carbon sink in China
2025
Chen, Yongzhe, Feng, Xiaoming, Huang, Yuanyuan, Liang, Shunlin, Wang, Lijuan, Ma, Haozhi, Gao, Zhen, Cheng, Linhai, Sucharitakul, Phuping, Zhang, Junze, Xia, Jiangzhou, Yuan, Wenping, Fu, Bojie
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Emissivity, Land Surface Temperature , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
On the added value of sequential deep learning for the upscaling of evapotranspiration
2025
Kraft, Basil, Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Weber, Ulrich, Duveiller, Gregory, Reichstein, Markus, Zhang, Weijie, Ruwurm, Marc, Tuia, Devis, Korner, Marco, Hamdi, Zayd, Jung, Martin
Reflectance , Anisotropy, Land Surface Temperature , Emissivity, Albedo
Agricultural Drought Survey Based Upon Multiple Indices in Southeast Anatolia Project Region, Upper Mesopotamia, Turkiye
2025
Duran, Sultan, Dogan, Mesut
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
AI-Based Downscaling of MODIS LST Using SRDA-Net Model for High-Resolution Data Generation
2025
Ma, Hongxia, Mao, Kebiao, Yuan, Zijin, Xu, Longhao, Shi, Jiancheng, Guo, Zhonghua, Qin, Zhihao
Reflectance , Land Surface Temperature , Emissivity, Albedo , Anisotropy, Land Use/Land Cover Classification
Amplified urban heat island effect in southern china's old towns
2025
Zou, Junxiao, Chen, Hans W., Li, Haodong, Wang, Qiao, Wang, Guoqiang, Jia, Kun, Chen, Ziyue, Zhao, Chuanfeng, Shi, Wenzhong, Yang, Yinshan, Tang, Yahui, Chen, Jiayi, Zhang, Yue, Xu, Tianshu, Wang, Yaying, Liu, Guanglu, Yan, Xing
Land Surface Temperature , Emissivity
Analyses of MODIS land cover/use and wildfires in Italian regions since 2001
2025
Ghaderpour, Ebrahim, Bozzano, Francesca, Scarascia Mugnozza, Gabriele, Mazzanti, Paolo
Precipitation , Rain, Precipitation Amount, Precipitation Rate , Snow, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Analysing historical events and current management strategies of wildfires in Norway
2025
Rafaqat, Warda, Sanchez, Pedro, Botnen, Dag, Fernandez-Anez, Nieves
Land Surface Temperature , Emissivity
Analysing the Ability of Green Spaces to Mitigate the Effects of Urban Heat Islands
2025
Kupach, T., Demianenko, S., Haidai, S., Olishevska, Y.
Land Surface Temperature , Emissivity
An Ensemble Machine Learning Approach for High-Resolution Estimation of Groundwater Storage Anomalies
2025
Yuan, Yanbin, Shen, Dongyang, Cao, Yang, Wang, Xiang, Zhang, Bo, Dong, Heng
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 , Total Surface Precipitation Rate
An ensemble machine learning approach for predicting groundwater storage for sustainable management of water resources
2025
Uddin, Mohammed Sakib, Mitra, Bijoy, Mahmud, Khaled, Rahman, Syed Masiur, Chowdhury, Shakhawat, Rahman, Muhammad Muhitur
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 , Ground Water
An investigation of the impact of Canadian wildfires on US air quality using model, satellite, and ground measurements
2025
Xue, Zhixin, Udaysankar, Nair, Christopher, Sundar A.
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires , Burned Area, Aerosol Optical Depth/Thickness , Aerosol Backscatter, Aerosol Extinction, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
An Artificial IntelligenceBased Framework for Modeling Vegetation Photosynthesis Anomalies in India Corresponding to Tropical Oceanic Variability
2025
Varghese, Roma, Behera, Swadhin, Behera, Mukunda Dev
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 , Land Use/Land Cover Classification
An Assessment of Aerosol Optical Depth (AOD) for Air Quality Monitoring in India and Adjoining Regions During Post-Monsoon Season Using EOS-6 OCM
2025
Mishra, Manoj K., Shameela, S. F., Kumar, Raj
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, Optical Depth/Thickness, Radiative Flux, Reflectance , Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations
2025
Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp
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 , Surface Soil Moisture, Brightness Temperature
Abiotic Factors and Plant Communities Shape the Distribution of Soil Pathogenic Oomycetes in Chinese Grasslands
2025
Ke, Junsheng, Zhu, Chen, Jiang, Peixi, Zhang, Peng, Hu, Kui, Dang, Yilin, Xiao, Yao, Liu, Mu, Liu, Huiying, Liu, Xiang, Friman, VillePetri
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
Accelerated disappearance of desert oases: The impact of climate warming
2025
Li, Dinghao, Wang, Zhi, Li, Hao, Liu, Yulong, Zhakypbek, Yryszhan, Tursbekov, Serik, Wan, Yanbo, Shi, Qingdong
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
Accounting for exact vegetation index recording date to enhance evaluation of time-lagged and accumulated climatic effects on global vegetation greenness
2025
Zhang, Lan, Hu, Xiangping, Cherubini, Francesco
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity