From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling
2021
Tsai, Wen-Ping, Feng, Dapeng, Pan, Ming, Beck, Hylke, Lawson, Kathryn, Yang, Yuan, Liu, Jiangtao, Shen, Chaopeng
Evapotranspiration , Latent Heat Flux, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Surface Soil Moisture
Global CO2 Consumption by Silicate Rock Chemical Weathering: Its Past and Future
2021
Zhang, Sirui, Bai, Xiaoyong, Zhao, Cuiwei, Tan, Qiu, Luo, Guangjie, Wang, Jinfeng, Li, Qin, Wu, Luhua, Chen, Fei, Li, Chaojun, Deng, Yuanhong, Yang, Yujie, Xi, Huipeng
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
Global drought monitoring with big geospatial datasets using Google Earth Engine
2021
Khan, Ramla, Gilani, Hammad
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 , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Global dust optical depth climatology derived from CALIOP and MODIS
2021
Song, Qianqian, Zhang, Zhibo, Yu, Hongbin, Ginoux, Paul, Shen, Jerry
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, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Global ecosystem-scale plant hydraulic traits retrieved using modeldata fusion
2021
Liu, Yanlan, Holtzman, Nataniel M., Konings, Alexandra G.
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 Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global emissions of NH3, NOx, and N2O from biomass burning and the impact of climate change
2021
Bray, Casey D., Battye, William H., Aneja, Viney P., Schlesinger, William H.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Landscape Patterns, 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, Skin Temperature
Exploring the Application of Flood Scaling Property in Hydrological Model Calibration
2021
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
Fire prediction with logistic regression on territory of Bosnia and Herzegovina
2021
Musabasic, Mursel, Music, Denis, Babovic, Elmir
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, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, 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, Precipitation , Precipitation Amount, Snow, Rain
Global potential for harvesting drinking water from air using solar energy
2021
Lord, Jackson, Thomas, Ashley, Treat, Neil, Forkin, Matthew, Bain, Robert, Dulac, Pierre, Behroozi, Cyrus H., Mamutov, Tilek, Fongheiser, Jillia, Kobilansky, Nicole, Washburn, Shane, Truesdell, Claudia, Lee, Clare, Schmaelzle, Philipp H.
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
Greenhouse gas fluxes from Alaska's North Slope inferred from the Airborne Carbon Measurements campaign (ACME-V)
2021
Tadic, Jovan M., Miller, Scot, Yadav, Vineet, Biraud, Sebastien C.
Population Size, 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), Atmospheric Carbon Dioxide, Boundary Layer Winds
Greening-induced increase in evapotranspiration over Eurasia offset by CO2-induced vegetational stomatal closure
2021
Zhang, Xuanze, Zhang, Yongqiang, Ma, Ning, Kong, Dongdong, Tian, Jing, Shao, Xingmin, Tang, Qiuhong
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
GRACE-based estimates of groundwater variations over North America from 2002 to 2017
2021
Wang, Hansheng, Xiang, Longwei, Steffen, Holger, Wu, Patrick, Jiang, Liming, Shen, Qiang, Li, Zhen, Hayashi, Masaki
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 , Gravity
Identifying meteorological influences on marine low-cloud mesoscale morphology using satellite classifications
2021
Mohrmann, Johannes, Wood, Robert, Yuan, Tianle, Song, Hua, Eastman, Ryan, Oreopoulos, Lazaros
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles
Human influence on the increasing drought risk over Southeast Asian monsoon region
2021
Zhang, Lixia, Chen, Ziming, Zhou, Tianjun
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
Higher Autumn Temperatures Lead to Contrasting CO2 Flux Responses in Boreal Forests Versus Tundra and Shrubland
2021
Randazzo, Nina A., Michalak, Anna M., Miller, Charles E., Miller, Scot M., Shiga, Yoichi P., Fang, Yuanyuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo , Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide , Atmospheric Ozone, Water Vapor, Boundary Layer Winds
MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061 ISLSCP II MODIS (Collection 4) IGBP Land Cover, 2000-2001 CARVE: L2 Merged Atmospheric CO2, CO, O3 and CH4 Concentrations, Alaska, 2012-2015 CARVE: CH4, CO2, and CO Atmospheric Concentrations, CARVE Tower, Alaska, 2012-2014 CARVE: L4 Gridded Footprints from WRF-STILT model, 2012-2016 CARVE: L2 Atmospheric CO2, CO, and CH4 Concentrations, CARVE Tower, Alaska, 2011-2015
Evaluation of the Effective Microstructure Parameter of the Microwave Emission Model of Layered Snowpack for Multiple-Layer Snow
2021
Yu, Yue, Pan, Jinmei, Shi, Jiancheng
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 , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Exceptional loss in ozone in the Arctic winter/spring of 2019/2020
2021
Kuttippurath, Jayanarayanan, Feng, Wuhu, Muller, Rolf, Kumar, Pankaj, Raj, Sarath, Gopikrishnan, Gopalakrishna Pillai, Roy, Raina
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles
Expanding the application of soil moisture monitoring systems through regression-based transformation
2021
Crow, Wade T., Reichle, Rolf H., Dong, Jianzhi
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
Evaluation of simulated cloud liquid water in low clouds over the Beaufort Sea in the Arctic System Reanalysis using ARISE airborne in situ observations
2021
Dodson, J. Brant, Taylor, Patrick C., Moore, Richard H., Bromwich, David H., Hines, Keith M., Thornhill, Kenneth L., Corr, Chelsea A., Anderson, Bruce E., Winstead, Edward L., Bennett, Joseph R.
Clouds , Cloud Liquid Water/Ice, Cloud Droplet Distribution, Cloud Microphysics, Cloud Droplet Concentration/Size, Upper Air Temperature, Atmospheric Winds , Atmospheric Pressure, Atmospheric Temperature , Upper Level Winds, Humidity , Atmospheric Water Vapor, Relative Humidity, Wind Speed , Wind Direction, U/V Wind Components, Water Vapor Indicators
Evaluation of six satellite-based terrestrial latent heat flux products in the vegetation dominated Haihe river basin of north China
2021
Li, Yufu, Sui, Xinxin, Yao, Yunjun, Cheng, Haixia, Zhang, Lilin, Wang, Lu, Ning, Jing, Shang, Ke, Yang, Junming, Yu, Ruiyang, Liu, Lu, Guo, Xiaozheng, Xie, Zijing
Evapotranspiration , Latent Heat Flux, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Impact of the major SSWs of February 2018 and January 2019 on the middle atmospheric nitric oxide abundance
2021
Perot, Kristell, Orsolini, Yvan J.
Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, U/V Wind Components, Ozone Profiles
Newly collected data across Alaska reveal remarkable biases in solar radiation products
2021
Wang, Kang, Clow, Gary D.
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
Nighttime smoke aerosol optical depth over U.S. rural areasFirst retrieval from VIIRS moonlight observations
2021
Zhou, Meng, Wang, Jun, Chen, Xi, Xu, Xiaoguang, Colarco, Peter R., Miller, Steven D., Reid, Jeffrey S., Kondragunta, Shobha, Giles, David Matthew, Holben, Brent
Aerosol Optical Depth/Thickness , Reflectance , Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, U/V Wind Components, Ozone Profiles
MODIS/Terra+Aqua Land Aerosol Optical Depth Daily L2G Global 1km SIN Grid V061 MODIS/Terra+Aqua BRDF Model Parameters 8-Day L3 Global 1km SIN Grid V006 MERRA-2 inst3_2d_gas_Nx: 2d,3-Hourly,Instantaneous,Single-Level,Assimilation,Aerosol Optical Depth Analysis 0.625 x 0.5 degree V5.12.4 (M2I3NXGAS) MERRA-2 tavg3_3d_asm_Nv: 3d,3-Hourly,Time-Averaged,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2T3NVASM)
Novel estimation of aerosol processes with particle size distribution measurements: a case study with the TOMAS algorithm v1. 0.0
2021
McGuffin, Dana L., Huang, Yuanlong, Flagan, Richard C., Petaja, Tuukka, Ydstie, B. Erik, Adams, Peter J.
Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, U/V Wind Components, Ozone Profiles, Altitude, Surface Temperature , Skin Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Vertical Wind Velocity/Speed, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Specific Humidity, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Total Ozone
MERRA-2 tavg3_3d_asm_Nv: 3d,3-Hourly,Time-Averaged,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2T3NVASM) 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)
Numerical model to simulate long-term soil organic carbon and ground ice budget with permafrost and ice sheets (SOC-ICE-v1. 0)
2021
Saito, Kazuyuki, Machiya, Hirokazu, Iwahana, Go, Yokohata, Tokuta, Ohno, Hiroshi
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