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
Process-oriented models of autumn leaf phenology: ways to sound
2023
Meier, Michael, Bigler, Christof
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 , Leaf Area Index (LAI) , Normalized Difference Vegetation Index (NDVI)
Price Tagging on Urban Farming Benefit in the Context of Ecosystem Services
2023
Atmaja, Tri, Kurisu, Kiyo, Fukushi, Kensuke
Runoff , Soil Texture
QLB-NET: A Dense Soil Moisture and Freeze/Thaw Monitoring Network in the Qinghai Lake Basin on the Qinghai-Tibetan Plateau
2023
Chai, Linna, Zhu, Zhongli, Liu, Shaomin, Xu, Ziwei, Jin, Rui, Li, Xin, Kang, Jian, Che, Tao, Zhang, Yang, Zhang, Jinsong, Cui, Hongjing, Gao, Tiansheng, Xu, Tongren, Zhao, Shaojie, Pan, Xiaoduo, Guo, Ge
Freeze/Thaw , Brightness Temperature, Surface Soil Moisture, Freeze/Thaw , Transition Direction
Predicting the geographical distribution of the Persian leopard, Panthera pardus tulliana, a rare and endangered species
2023
Majeed, Korsh Ararat, Khwarahm, Nabaz R., H. Ahmed, Soran
Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon , Soil Horizons/Profile, Soil Moisture/Water Content , Soil Water Holding Capacity
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
Projected RainfallDriven Expansion of Woody Cover in African Drylands
2023
Zhang, Wenmin, Fensholt, Rasmus, Brandt, Martin
Population Size, Carbon , Cation Exchange Capacity, Organic Matter, Biomass, Deserts, Shrubland/Scrub, Carbon , Canopy Characteristics
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
Predicting Short-Term Deformation in the Central Valley Using Machine
2023
Yazbeck, Joe, Rundle, John B.
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
Predicting Sugarcane Yield via the Use of an Improved Least Squares
2023
Zhou, Yifang, Pan, Mingzhang, Guan, Wei, Fu, Changcheng, Su, Tiecheng
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
Large latitudinal difference in soil nitrogen limitation on global vegetation response to elevated CO2
2023
Yan, Hao, Wang, Shaoqiang, Shugart, Herman H.
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Large uncertainties in precipitation exert considerable impact on land surface temperature modeling over the Tibetan Plateau
2023
Ma, Xiaogang, Tian, Lei, Jiang, Yaozhi, Liang, Jiguang, Tian, Jiaxin, Zhou, Jianhong, Shao, Changkun, Yang, Kun
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
Late-fall satellite-based soil moisture observations show clear connections to subsequent spring streamflow
2023
Koster, Randal D., Liu, Qing, Crow, Wade T., Reichle, Rolf H.
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)
Laurentide Ice Sheet persistence during Pleistocene interglacials
2023
LeBlanc, Danielle E., Shakun, Jeremy D., Corbett, Lee B., Bierman, Paul R., Caffee, Marc W., Hidy, Alan J.
Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
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
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)
Modelling the terrestrial nitrogen and phosphorus cycle in the UVic ESCM
2023
De Sisto, Makcim L., MacDougall, Andrew H., Mengis, Nadine, Antoniello, Sophia
Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon , Soil Horizons/Profile, Soil Moisture/Water Content , Soil Water Holding Capacity
Modified flood potential index (MFPI) for flood monitoring in terrestrial water storage depletion basin using GRACE estimates
2023
Jiang, Wei, Ji, Xuan, Li, Yungang, Luo, Xian, Yang, Luyi, Ming, Wenting, Liu, Chang, Yan, Siyi, Yang, Chuanjian, Sun, Cezong
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, Gravity Anomalies, Gravity
Modelling groundwater recharge, actual evaporation, and transpiration in semi-arid sites of the Lake Chad basin: the role of soil and vegetation in ...
2023
Neukum, Christoph, Morales-Santos, Angela, Ronelngar, Melanie, Bala, Aminu, Vassolo, Sara
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Modelling InSAR-derived hillslope velocities with multivariate statistics: A first attempt to generate interpretable predictions
2023
He, Kun, Tanyas, Hakan, Chang, Ling, Hu, Xiewen, Luo, Gang, Lombardo, Luigi
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount, Precipitation Rate
Novel Miscanthus hybrids: Modelling productivity on marginal land in Europe using dynamics of canopy development determined by light interception
2023
Shepherd, Anita, AwtyCarroll, Danny, Kam, Jason, Ashman, Chris, Magenau, Elena, Martani, Enrico, Kontek, Mislav, Ferrarini, Andrea, Amaducci, Stefano, Davey, Chris, Jurisic, Vanja, Petrie, GertJan, Al Hassan, Mohamad, Lamy, Isabelle, Lewandowski, Iris, de Maupeou, Emmanuel, McCalmont, Jon, Trindade, Luisa, van der Cruijsen, Kasper, van der Pluijm, Philip, Rowe, Rebecca, Lovett, Andrew, Donnison, Iain, Kiesel, Andreas, CliftonBrown, John, Hastings, Astley
Carbon , Cation Exchange Capacity, Organic Matter
Multnomah County 2000-2016 Forest Carbon Inventory & Trends. Strategies for Maintaining & Increasing Carbon Storage on County Forestlands to Meet Regional ...
2023
Portland State University, Holmes, Anthony
Forests, Primary Production, Photosynthesis, Forest Harvesting and Engineering, Droughts , Carbon , Burned Area, Soil Moisture/Water Content , Respiration Rate
NASA's NMME-based S2S Hydrologic Forecast System for Food Insecurity Early Warning in Southern Africa
2023
Hazra, Abheera, McNally, Amy, Slinski, Kimberly, Arsenault, Kristi R., Shukla, Shraddhanand, Getirana, Augusto, Jacob, Jossy P., Sarmiento, Daniel P., Peters-Lidard, Christa, Kumar, Sujay V., Koster, Randal D.
Plant Phenology, Vegetation Index , Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Next-Generation Intensity-Duration-Frequency Curves for Diverse Land across the Continental United States
2023
Yan, Hongxiang, Duan, Zhuoran, Wigmosta, Mark S., Sun, Ning, Gutmann, Ethan D., Kruyt, Bert, Arnold, Jeffrey R.
Leaf Area Index (LAI) , Nitrogen, Nitrogen, Carbon , Biomass, Canopy Characteristics, Carbon , Soil Depth, Soil Bulk Density, Leaf Characteristics, Soil Chemistry, Forest Composition/Vegetation Structure
Nitrogen fixing shrubs advance the pace of tall-shrub expansion in low-Arctic tundra
2023
Schore, Aiden I. G., Fraterrigo, Jennifer M., Salmon, Verity G., Yang, Dedi, Lara, Mark J.
SIGMA NAUGHT, Soil Moisture/Water Content