Combining Multi-Source Data and Machine Learning Approaches to Predict
2020
Wang, Yumiao, Zhang, Zhou, Feng, Luwei, Du, Qingyun, Runge, Troy
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy
Combining optical, fluorescence, thermal satellite, and environmental data to predict county-level maize yield in China using machine learning approaches
2020
Zhang, Liangliang, Zhang, Zhao, Luo, Yuchuan, Cao, Juan, Tao, Fulu
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Combining phenological camera photos and MODIS reflectance data to predict GPP daily dynamics for alpine meadows on the Tibetan Plateau
2020
Zhou, Xuqiang, Wang, Xufeng, Zhang, Songlin, Zhang, Yang, Bai, Xuejie
Reflectance
Comparative Quality and Trend of Remotely Sensed Phenology and Productivity Metrics across the Western United States
2020
Berman, Ethan E., Graves, Tabitha A., Mikle, Nate L., Merkle, Jerod A., Johnston, Aaron N., Chong, Geneva W.
Reflectance , Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI)
Comparing rotation forests and extreme gradient boosting for monitoring drought damage on KwaZulu-Natal commercial forests
2020
Buthelezi, M. N. M., Lottering, R. T., Hlatshwayo, S.T., Peerbhay, K.
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest
2020
Kang, Yanghui, Ozdogan, Mutlu, Zhu, Xiaojin, Ye, Zhiwei, Hain, Christopher, Anderson, Martha
Land Use/Land Cover Classification , Reflectance , Anisotropy, Land Surface Temperature , Emissivity
Comparison of thermal infrared-derived maps of irrigated and non-irrigated vegetation in urban and non-urban areas of southern California
2020
Coleman, Red Willow, Stavros, Natasha, Hulley, Glynn, Parazoo, Nicholas
Land Surface Temperature , Emissivity, Geolocation, Clouds , Potential Evapotranspiration
Comparison of two satellite-based soil moisture reconstruction algorithmsA case study in the state of Oklahoma, USA
2020
Liu, Yangxiaoyue, Yao, Ling, Jing, Wenlong, Di, Liping, Yang, Ji, Li, Yong
Land Surface Temperature , Emissivity, Reflectance , Anisotropy, Total Surface Water
Comparisons of upper air ozone at a coastal and urban site and the impacts of non-controllable ozone sources
2020
Gore, Chloe, Chiao, Sen
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, Skin Temperature, Tropopause, Water Vapor, Cloud Height, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Carbon Monoxide , Humidity , Water Vapor Profiles, Outgoing Longwave Radiation, Methane
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 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM) AIRS/Aqua L3 Daily Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V006 (AIRS3STD) Aqua/AIRS L3 Daily Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V7.0
Complementing optical remote sensing with synthetic aperture radar observations of hail damage swaths to agricultural crops in the central United States
2020
Bell, Jordan R., Gebremichael, Esayas, Molthan, Andrew L., Schultz, Lori A., Meyer, Franz J., Hain, Christopher R., Shrestha, Suravi, Payne, K. Cole
Reflectance
Compositing the minimum NDVI for daily water surface mapping
2020
Fan, Xingwang, Liu, Yuanbo, Wu, Guiping, Zhao, Xiaosong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
Composition and seasonality of Culicoides in three host environments in Rabat region (Morocco)
2020
Bourquia, Maria, Garros, Claire, Rakotoarivony, Ignace, Boukhari, Intissar, Chakrani, Moad, Huber, Karine, Gardes, Laetitia, Wint, William, Baldet, Thierry, Khallaayoune, Khakid, Balenghien, Thomas
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Comprehensive evaluation of a spatio-temporal gap filling algorithmUsing remotely sensed precipitation, LST and ET data
2020
Siabi, Negar, Sanaeinejad, Seyed Hossein, Ghahraman, Bijan
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
Comparison of emissivity retrieval methods from ASTER data using Fourier-Transform Infrared Spectroscopy
2020
Rolim, Silvia Beatriz Alves, Veettil, Bijeesh Kozhikkodan, Kafer, Pamela Suelen, Grondona, Atilio Efrain Bica, Iglesias, Maria Lujan, Diaz, Lucas Ribeiro, Hackmann, Cristiano Lima
REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Emissivity
Comparison of GOME-2 UVA Satellite Data to Ground-Based UVA Measurements
2020
du Preez, D. Jean, Parisi, Alfio V., Millar, Danielle A., Bencherif, Hassan, Wright, Caradee Y.
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
Comparison of post-fire patterns in Brazilian Savanna and Tropical Forest from remote sensing time series
2020
Santana, Nickolas Castro, Junior, Osmar Abilio de Carvalho, Gomes, Roberto Arnaldo Trancoso, Fontes Guimaraes, Renato
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Land Surface Temperature , Emissivity
Coal mining impacts on catchment runoff
2020
Luan, Jinkai, Zhang, Yongqiang, Tian, Jing, Meresa, Hadush, Liu, Dengfeng
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo
Diagnosing spatial biases and uncertainties in global fire emissions inventoriesIndonesia as regional case study
2020
Liu, Tianjia, Mickley, Loretta J., Marlier, Miriam E., DeFries, Ruth S., Khan, Md Firoz, Latif, Mohd Talib, Karambelas, Alexandra
Land Surface Temperature , Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires , Reflectance , Land Use/Land Cover Classification , Burned Area
Difference between cloud top height and storm height for heavy rainfall using TRMM measurements
2020
SONG, Hwan-Jin, KIM, Sunyoung, ROH, Soonyoung, LEE, Hyesook
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
Development of land surface albedo algorithm for the GK-2A/AMI instrument
2020
Lee, Kyeong-Sang, Chung, Sung-Rae, Lee, Changsuk, Seo, Minji, Choi, Sungwon, Seong, Noh-Hun, Jin, Donghyun, Kang, Minseok, Yeom, Jong-Min, Roujean, Jean-Louis, Jung, Daeseong, Sim, Suyoung, Han, Kyung-Soo
Albedo , Anisotropy, Reflectance
Detecting hydrological droughts in ungauged areas from remotely sensed hydro-meteorological variables using rule-based models
2020
Rhee, Jinyoung, Park, Kyungwon, Lee, Seongkyu, Jang, Sangmin, Yoon, Sunkwon
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff
Detecting regional GPP variations with statistically downscaled solar-induced chlorophyll fluorescence (SIF) based on GOME-2 and MODIS data
2020
Hu, Shi, Mo, Xingguo
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Detecting vegetation drought dynamics in European Russia
2020
Boori, Mukesh Singh, Choudhary, Komal, Kupriyanov, A.
Land Surface Temperature , Emissivity, Reflectance , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Development of global land surface phenology product from time series of VIIRS observations
2020
Zhang, Xiaoyang, Wang, Jianmin, Ye, Yongchang
Reflectance , Enhanced Vegetation Index (EVI)
Estimating the Abundance of Andean Ibis (Theristicus branickii) in the High Andes of Northern Ecuador
2020
Naveda-Rodriguez, Adrian, Santander, Tatiana, Utreras B., Victor, Zapata-Rios, Galo
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity