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Physics-Informed Neural Networks for Soil Moisture Modeling and Landslide Assessment Gupta, Shelly, Andjelkovic, Jovan, Shrivastava, Abhudaya, Muto, Atsuhiro, Obradovic, Zoran Landslides
Publicly available soil moisture datasets: an overview and the UB-SMDC portal Mohseni, Farzane, Haunert, Jan-Henrik Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Total Runoff
Quantifying the changes in soil moisture caused by vegetation greening and climate change across different drought gradient in China Zhao, Yinghan, Wang, Zijun, Wang, Zongsen, Xue, Tingyi, Liu, Yangyang, Wen, Zhongming, Hu, Ercha, Shi, Haijing, Wang, Zhenqian, Wang, Zhaoqi, Han, Peidong 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
Quantifying transport contributions and diagnosing ozone formation sensitivity: An integrated approach using machine learning with high-resolution gridded data and backward trajectories Hu, Baoye, Gao, Yue, Chen, Naihua, Zeng, Jinfeng, Chen, Shuyao, Zeng, Zhiwei, Wang, Zhenhong Carbon And Hydrocarbon Compounds
An Ecological Modelling Approach to Support Peru Wildlife Conservation CotrinaSanchez, Alexander, RojasBriceno, Nilton B., Guzman, Betty K., Valentini, Riccardo, Laurin, Gaia Vaglio Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An Evaluation of Machine Learning Methods for Leaf Area Index Retrieval Wang, Dong, Miao, Lijuan, Lu, Yutian, Jiang, Hanyang, Liu, Qiang Reflectance
An expanding human footprint drives escalating humanelephant conflict across a transboundary African landscape through 2085 Patrick, Evan, Pepperdine, Maxwell, Yu, Christy, Pesek, Sophie, Somhegyi, Olivia, Krieger, Joana M, McManus, Nickolas, Fabiano, Ezequiel, Sikopo, Colgar, Roehrdanz, Patrick R, Larsen, Ashley Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An integrated framework for assessing human interventions, climate change, and water resilience in the Northeastern India Singh, Vishal, Singh, Pushpendra Kumar, Rani, Deepti, Singh, Surjeet, Singh, Sudhir Kumar Land Use/Land Cover Classification
An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024 Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture
Analysis of runoff dynamics and flood formation: An investigation through an explainable deep learning framework Wang, Tian, Zhang, Lidan, Wang, Yuming, Zhou, Zhaoqiang, Dai, Yongjiu 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, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Analysis of vegetation cover change trends and mutation detection in stable vegetation type regions of Northeast China from 2001 to 2022 based on BEAST ... Yang, Cuicui, Zhang, Chao, Shi, Liangshu, Qiu, Chi, Chen, Chang, Li, Shaner, Wang, Beibei, Zhao, Lihua, Bai, Xuechuan, Mandakh, Urtnasan Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Analyzing meteorological effects on crop yield and yield prediction through machine learning with different data partitioning approaches: A case study from Czech Republic Petrovic, Bojana, Paluba, Daniel, Nofrizal, Adenan Yandra, Kucera, Ales Root Zone Soil Moisture, Surface Soil Moisture
Antarctic seaice loss enhances East Asian summer precipitation through tropical ocean warming Zhu, Zhu, Liu, Jiping, Song, Mirong, Yang, Qinghua Sea Ice Concentration
Anthropogenic landscapes and vector-borne disease dynamics: Unveiling the complex interplay between Human Footprint and disease transmission in Colombia Gutierrez, Juan D., Quintero-Garcia, Wendy L., Xiao, Yanyu, Miller, F. DeWolfe, Cuadros, Diego F. Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Anthropogenic, biophysical, and climate-driven spatiotemporal dynamics of terrestrial ecosystem carbon sink capacity in the North China Plain region (20052024) Muluneh, Melese Genete, Zhang, Yuanxun, Hopke, Philip K., Traware, Ousseynou, Wang, Lijing, Chen, Junpai Autotrophic Respiration (ra), Heterotrophic Respiration (rh)
Application of machine learning to improve reanalysis soil temperatures Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G. 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
Application of the water accounting plus (WA+) framework for the Phiri, Micheal Katongo, Banda, Kawawa, Leh, Mansoor, Velpuri, Naga, Tinonetsana, Primrose Photosynthesis, Primary Production, Vegetation Productivity, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation
Aridification enhancing vegetation sensitivities to soil and atmospheric Wang, Zhikai, Chen, Wen, Piao, Jinling, Chen, Shangfeng, Wu, Changhao Land Use/Land Cover Classification
Asian dust emissions under climate change Zhou, Xiaoyou, Huang, Jianping, Chen, Siyu, Fu, Li, Ding, Shiyun Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
ASICast: a novel model for daily antarctic sea ice concentration prediction Hu, Changhong, Ai, Songtao, Ali Shah, Shoukat, Ding, Xi, Cai, Yi, Chu, XinDe, Yuan, Hanxiao, Cui, Meng, Pimpirev, Christo, Peng, Fang Sea Ice Concentration
Assessing and explaining temporal deep learning models for wildfire danger prediction Becker, Pauline, Natel, Carolina, Nowack, Peer Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessing deficiencies in remotely sensed actual evapotranspiration (AET): introducing AET signatures Gardiya Weligamage, Hansini, Fowler, Keirnan, Saft, Margarita, Peterson, Tim, Ryu, Dongryeol, Peel, Murray C. Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux
Assessing dominant uncertainties in future precipitation projections for a HurricaneProne region Kaiser, Samiul, Ahmadisharaf, Ebrahim, Polatel, Ceyda, Villarini, Gabriele, Misra, Vasubandhu, Asefa, Tirusew, AghaKouchak, Amir Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Assessing groundwater storage response to snow cover dynamics in large Moroccan river basins over the last decades using remote sensing data Bousbaa, Mostafa, Boudhar, Abdelghani, Hssaisoune, Mohammed, Elyoussfi, Haytam, Karaoui, Ismail, Bargam, Bouchra, Nifa, Karima, Hadri, Abdessamad, Acharki, Siham, Vivone, Gemine, Kinnard, Christophe Albedo, Snow Cover
Assessing long-term spatiotemporal patterns of PM2. 5 using hybrid geostatistical modeling Awan, Wajiha Batool, Manaf, Marwa, Ali, Zulfiqar Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0)
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