Predictive performance of machine learning model with varying sampling
2023
Bouasria, Abdelkrim, Bouslihim, Yassine, Gupta, Surya, Taghizadeh-Mehrjardi, Ruhollah, Hengl, Tomislav
Reflectance , Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity
Probabilistic and machine learning methods for uncertainty quantification in power outage prediction due to extreme events
2023
Arora, Prateek, Ceferino, Luis
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Propagation in the Drought Cascade: Observational Analysis Over the Continental US
2023
Entekhabi, Dara
Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics
PWV Retrieval Performance Evaluation for the Fresh BDS-3 With
2023
Jiang, Nan, Gao, Zhaorui, Wu, Yuhao, Xu, Yan, Xu, Tianhe, Li, Song, Guo, Ao
Carbon Monoxide , Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide , Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Prediction of global distribution of Ganoderma lucidum (Leys.) Karsten: a machine learning maxent analysis for a commercially important plant fungus
2023
Photosynthetically Active Radiation , Carbon , Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
Prediction of Land Surface Temperature Considering Future Land Use
2023
Tian, Lei, Tao, Yu, Li, Mingyang, Qian, Chunhua, Li, Tao, Wu, Yi, Ren, Fang
Reflectance , Land Surface Temperature , Emissivity
Projecting live fuel moisture content via deep learning
2023
Miller, Lynn, Zhu, Liujun, Yebra, Marta, Rudiger, Christoph, Webb, Geoffrey I.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Anisotropy
Prolonged Drought in a Northern California Coastal Region Suppresses Wildfire Impacts on Hydrology
2023
Newcomer, Michelle E., Underwood, Jennifer, Murphy, Sheila F., Ulrich, Craig, Schram, Todd, Maples, Stephen R., Pena, Jasquelin, SiirilaWoodburn, Erica R., Trotta, Marcus, Jasperse, Jay, Seymour, Donald, Hubbard, Susan S.
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Land Use Land Cover Changes and Climate Change Impact on the Water Resources: A Study of Uttarakhand State
2023
Mani, Ashish, Bansal, Deepali, Kumari, Maya, Kumar, Deepak
Land Surface Temperature , Emissivity
Large discrepancies among remote sensing indices for characterizing vegetation growth dynamics in Nepal
2023
Zhou, Decheng, Zhang, Liangxia, Hao, Lu, Sun, Ge, Xiao, Jingfeng, Li, Xing
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Reflectance , Anisotropy
Large-area soil mapping based on environmental similarity with adaptive
2023
Fan, Xingchen, Fan, Naiqing, Qin, Cheng-Zhi, Zhao, Fang-He, Zhu, Liang-Jun, Zhu, A-Xing
Reflectance
Intimately tracking NO2 pollution over the New York City-Long Island Sound land-water continuum: An integration of shipboard, airborne, satellite ...
2023
Tzortziou, Maria, Loughner, Christopher P., Goldberg, Daniel L., Judd, Laura, Nauth, Dilchand, Kwong, Charlotte F., Lin, Tong, Cede, Alexander, Abuhassan, Nader
Reflectance , Albedo , Anisotropy
Land Surface Albedo Retrieval in the Visible Band in Hefei, China, Based
2023
Han, Lu, Cai, Yi, Shi, Min, Xu, Qingshan, Xu, Chidong, Cheng, Chen, Lu, Wenqiang, Shi, Jianjun
Reflectance
Land surface influence on convective available potential energy (CAPE) change during interstorms
2023
Zhang, Lily N., Short Gianotti, Daniel J., Entekhabi, Dara
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature , Surface Soil Moisture
Land Surface Temperature Sensitivity to Changes in Vegetation Phenology
2023
Park, ChangEui, Jeong, Sujong
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, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
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) MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006
Modeling atmosphereland interactions at a rainforest sitea case study using Amazon Tall Tower Observatory (ATTO) measurements and reanalysis data
2023
Schmitt, Amelie U., Ament, Felix, de Araujo, Alessandro C., Sa, Marta, Teixeira, Paulo
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) , Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface 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, Water Vapor, Precipitation Rate , Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation Amount, Snow, Rain
MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) 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) 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) GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHH)
Modification of Statistical Metric Biases in Large-Region and Long-Time-Series Landsat Dataset Due to Insufficient Observations
2023
Wang, Li, Zhang, Yangjian, Song, Wanjuan, Zhou, Quan, Li, Wang, Huang, Ni, Xu, Shiguang, Niu, Zheng
Reflectance
Modeling Global Vegetation Gross Primary Productivity, Transpiration and
2023
Wang, Y., Braghiere, R. K., Longo, M., Norton, A. J., Kohler, P., Doughty, R., Yin, Y., Bloom, A. A., Frankenberg, C.
Reflectance , Anisotropy
Modeling habitat suitability for endemic Grizzled leaf monkey (Presbytis comata) using geospatial machine learning approach
2023
Santoso, Cokro, Sakti, Anjar Dimara, Al Faruqi, Ismail, Adillah, Kurnia Putri, Mahezs, Faza Iza, Suripto, Salma Zhahira Maharani
Land Surface Temperature , Emissivity
Modelled direct causes of dust emission change (20012020) in southwestern USA and implications for management
2023
Hennen, Mark, Chappell, Adrian, Webb, Nicholas P.
Land Use/Land Cover Classification , Reflectance , Albedo , Anisotropy, Albedo, Snow Cover
NASA's Updated Near Real-Time Global Flood Product
2023
Slayback, Daniel, Devadiga, Sadashiva, Kettner, Albert, Shrestha, Ranjay, Davies, Diane
Reflectance , Total Surface Water
Near real-time detection of winter cover crop termination using harmonized Landsat and Sentinel-2 (HLS) to support ecosystem assessment
2023
Gao, Feng, Jennewein, Jyoti, Hively, W. Dean, Soroka, Alexander, Thieme, Alison, Bradley, Dawn, Keppler, Jason, Mirsky, Steven, Akumaga, Uvirkaa
Reflectance
Nitrogen nutrient supply and greenhouse gas mitigation potentials from cover crops across Chinese croplands
2023
Wang, Yicheng, Tao, Fulu
Reflectance
Nomadic ungulate movements under threat: Declining mobility of Mongolian gazelles in the Eastern Steppe of Mongolia
2023
Mendgen, Philipp, Dejid, Nandintsetseg, Olson, Kirk, Buuveibaatar, Bayarbaatar, Calabrese, Justin M., Chimeddorj, Buyanaa, Dalannast, Munkhnast, Fagan, William F., Leimgruber, Peter, Muller, Thomas
Emissivity, Land Surface Temperature , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Snow Cover
Net Climate Effects of Moose Browsing in Early Successional Boreal
2023
Salisbury, John, Hu, Xiangping, Speed, James D. M., Iordan, Cristina Maria, Austrheim, Gunnar, Cherubini, Francesco
Albedo , Anisotropy