Synergizing Machine Learning and Hydrological Model to Enhance Water Availability and Demand Forecasting in Godawari, Nepal
2026
Agaasti, Mukunda Prasad, Shrestha, Sahil, Regmi, Ram Krishna, Poudel, Govinda Prasad, Karki, Bhesh Kumar, Paudel, Shukra Raj
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
Site Suitability Assessment of Native Tree Species in Angat Watershed using GIS-based Multi-Criteria Decision-Making
2026
Onte, Cheryl Jo M., Uminga, Irish Jeill N., Sta. Ana, Justin Bryan M., Manago, Carlo Angelo R., Claridades, Alexis Richard C.
Emissivity, Land Surface Temperature
Spatio-temporal Analysis of Forest Degradation and Its Biomass Carbon Model in Sumatra
2026
Zahira, Dhia Zalfa, Sakti, Anjar Dimara, Wikantika, Ketut
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity
Spatio-Temporal Evaluation of Land Surface Temperature (LST) in Urban Areas: Assessing Its Adequacy for Dengue Risk Models
2026
Benitez, Elisabet Marina, Gomez, Ximena Porcasi, Gamba, Paolo
Land Surface Temperature , Emissivity
Satellite-based species-level monitoring of mangrove phenology and climate responses using EVI and lagged environmental correlations (20132024)
2026
Koedsin, Werapong, Pinkaew, Surachet, Chan, Jonathan Cheung-Wai, Ritchie, Raymond J., Huete, Alfredo
Land Surface Temperature , Emissivity
Urban Computed Analysis of Asymmetric Warming and Thermal Stress in Bengaluru
2026
Kumar, R Ashok, Harshitha, D S, Dhanush, S, Praiwal, V
Land Surface Temperature , Emissivity
Urban greening mitigates surface warming induced by urbanization in
2026
Liu, Feng, Wang, Lunche, Cao, Qian, Gu, Xihui, Xiao, Wen, Zhang, Xiang, Gao, Jun, Zheng, Liang, Zhang, Zixin
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Urban Heat Island in the Eastern Mediterranean and Middle East: MultiCity Approach in Regional Climate Modelling
2026
Constantinidou, Katiana, Hadjinicolaou, Panos, Tzyrkalli, Anna, Zittis, George, Lelieveld, Jos
Land Surface Temperature , Emissivity
Uncovering open biomass burning practices in East Africa (2013-2022)
2026
Tesfaldet, Yacob T., Ndeh, Nji T., Idris, Imad A., Solomon, Mulugheta T.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Trend shifts and hydroclimatic drivers of Caspian Sea Level (20032024) revealed by GRACE and multi-source observations
2026
Wang, Mengxuan, Vigo, M. Isabel, Garcia-Garcia, David, Vargas-Alemany, Juan Adrian
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
Widespread biophysical cooling effects due to post-fire greening
2026
Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Variations in land-atmosphere coupling during drought-heatwave events
2026
Yoon, Donghyuck, Chen, Jan-Huey, Hsu, Hsin, Findell, Kirsten L.
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 , Precipitation , Precipitation Amount
Vegetation cover dynamics of the Dniester basin under climate change influence in the 21st century.
2026
Salyha, Volodymyr, Arkhypova, Liudmyla
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
A Distributed Machine Learning Model for Blue and Green Water Resources With Transferable Applications in Similar Climatic Zones
2025
Li, Zhibin, Sahotra, Haroon, Ahmad, Sajjad, Wang, Wei, Yang, Zhe, Wu, Pute, Khan, Eakalak, Zhuo, La
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
A Drone-Based Thermophysical Investigation of Barringer Meteorite Crater Ejecta
2025
Nypaver, Cole A., Thomson, Bradley J., Moersch, Jeffrey E., Kring, David A.
Land Surface Temperature , Sea Surface Temperature
A century of Sudd wetland's water storage dynamics using reconstructed and downscaled GRACE/GRACE-FO Data
2025
Kudagama, Dinuka, Awange, Joseph, Wang, Jielong, Zerihun, Ayalsew, Luna, Leidy
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
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 Method to Derive Long-Term Global Hourly Near-Surface Air Temperature by Combining Remote Sensing and Reanalysis Datasets
2025
Wang, Shuo, Wang, Tianxing, Du, Yihan, Wang, Shiyao, Li, Shaodong
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, Heat Flux, Longwave Radiation, Shortwave Radiation, Humidity , Evapotranspiration , Rain, Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
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 meteorology-driven Transformer network to predict soil moisture for agriculture drought forecasting
2025
Xiong, Zhenhua, Zhang, Zhicheng, Gui, Hanliang, Chen, Xiaoyou, Hu, Shi, Gao, Lun, Yang, He, Qiu, Jianxiu, Xin, Qinchuan
Atmospheric Carbon Dioxide, Heat Flux, Community Structure, Forest Composition/Vegetation Structure, Albedo , Soil Moisture/Water Content , 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
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 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 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
Inspecting gaseous pollutants and their dynamics in Kathmandu using satellite derived data
2025
Magar, Keshab
Reflectance , Land Surface Temperature , Emissivity
Integrating storytelling and guided interactions to reduce cognitive load in web map animations
2025
Candit, Oana, Sandric, Ionut, Strobl, Josef, Satmari, Alina, Dragut, Lucian
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Integrating systematic review, meta-analysis, and secondary data for
2025
Sangrat, Waratida, Sajapitak, Somchai, Boonyawiwat, Visanu, Thongratsakul, Sukanya, Poolkhet, Chaithep
Emissivity, Land Surface Temperature
Integrating vulnerability and hazard in malaria risk mapping: the
2025
Morlighem, Camille, Nnanatu, Chibuzor Christopher, Aheto, Justice Moses K., Linard, Catherine
Land Surface Temperature , Emissivity
Intelligent mapping paradigm to overcome systematic bias in remote
2025
Wang, Chao, Luo, Chong, Meng, Xiangtian, Wang, Changkun, Liu, Huanjun
Land Surface Temperature , Emissivity
Intensified Tibetan Plateau Spring Warming Exacerbate Summer Extreme
2025
Ma, Qianrong, Zhang, Lingzhi, Hu, Rui, Wu, Hao, Yan, Pengcheng, Chang, Yi, Feng, Guolin
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
Intensive irrigation buffers groundwater declines in key European breadbasket
2025
Carlson, Grace, Massari, Christian, Rotiroti, Marco, Bonomi, Tullia, Preziosi, Elisabetta, Wilder, Andrew, Whitaker, Destinee, Girotto, Manuela
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
Investigating the role of ENSO in groundwater temporal variability across Abu Dhabi Emirate, United Arab Emirates using machine learning algorithms
2025
Alghafli, Khaled, Shi, Xiaogang, Sloan, William, Ali, Awad M.
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 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 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
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)
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 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)
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
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 the spatio-temporal distribution of burned areas in the Amazon
2025
Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Burned Area, Emissivity
Moisture tracing for rainy season precipitation over the Three-River source region of China
2025
Chen, Run, Meng, XianHong, Yang, XianYu, Lyu, YaQiong, Zhao, Lin, An, YingYing, Liu, YuMeng
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
Modeling Long-Term Dynamics of Biogenic Volatile Organic Compounds (BVOCs) in Germany Based on Major Precursors
2025
Moradi, Ayoub, Abera, Temesgen Alemayehu, Shayle, Elliot Samuel, Muhammed, Mohammed Ahmed, Zeuss, Dirk
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
Modeling sparse Rift Valley fever incidence data: a Bayesian perspective on zero-inflated self-exciting and autoregressive models
2025
Angelakis, Alexandros, Nyawanda, Bryan O., Vounatsou, Penelope
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Modeling the Distribution and Richness of Mammalian Species in the
2025
Massawe, Goodluck, Casas, Enrique, Marealle, Wilfred, Lyamuya, Richard, Mzumara, Tiwonge I., Mbewe, Willard, Arbelo, Manuel
Land Surface Temperature , Emissivity
Monitoring drought over the Gavkhouni Lake using Terrestrial Water Storage data
2025
Khesali, Elahe, Ghasemi, Elham, Almutairi, Fawziah
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
Monitoring Water Area Dynamics in Kashgar (20032023) Using Multi-Source Remote Sensing Data
2025
Ding, Cong, Ren, Chao
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
Multi-parametric heatwave risk mapping in India using remote sensing and socio-environmental variables
2025
Augustine, Laivy Rose, Gupta, Kshama, Roy, Arijit, Mamgain, Shailja, Ghale, Bhoomika
Land Surface Temperature , Emissivity
Multisource Remote Sensing and Machine Learning for Spatio-Temporal
2025
Sukkar, Abdullah, Ozturk, Ozan, Abulibdeh, Ammar, Seker, Dursun Zafer
Land Surface Temperature , Emissivity
Multi-source evaluation of a non-stationary drought index informed by climatic teleconnections across the Murray-Darling Basin, Australia
2025
Rezaie-Balf, Mohammad, Chua, Lloyd H.C.
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