A framework to integrate innovations in invasion science for proactive
2022
van Rees, Charles B., Hand, Brian K., Carter, Sean C., Bargeron, Chuck, Cline, Timothy J., Daniel, Wesley, Ferrante, Jason A., Gaddis, Keith, Hunter, Margaret E., Jarnevich, Catherine S., McGeoch, Melodie A., Morisette, Jeffrey T., Neilson, Matthew E., Roy, Helen E., Rozance, Mary Ann, Sepulveda, Adam, Wallace, Rebekah D., Whited, Diane, Wilcox, Taylor, Kimball, John S., Luikart, Gordon
Land Surface Temperature , Emissivity
A full-coverage estimation of PM2.5 concentrations using a hybrid XGBoost-WD model and WRF-simulated meteorological fields in the Yangtze River Delta Urban Agglomeration, China
2022
Wang, Jiajia, He, Li, Lu, Xiaoman, Zhou, Liguo, Tang, Haoyue, Yan, Yingting, Ma, Weichun
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A Fully Unsupervised Machine Learning Framework for Algal Bloom
2022
Ananias, Pedro Henrique M., Negri, Rogerio G., Dias, Mauricio A., Silva, Erivaldo A., Casaca, Wallace
Land Surface Temperature , Emissivity
A generalized model to predict large-scale crop yields integrating
2022
Ji, Zhonglin, Pan, Yaozhong, Zhu, Xiufang, Zhang, Dujuan, Wang, Jinyun
Plant Phenology, Enhanced Vegetation Index (EVI)
A Geographically Weighted Random Forest Approach to Predict Corn Yield
2022
Khan, Shahid Nawaz, Li, Dapeng, Maimaitijiang, Maitiniyazi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Geometry-Discrete Minimum Reflectance Aerosol Retrieval Algorithm
2022
Zhang, Tianhao, Wang, Lunche, Zhao, Bin, Gu, Yu, Wong, Man Sing, She, Lu, Xia, Xinghui, Dong, Jiadan, Ji, Yuxi, Gong, Wei, Zhu, Zhongmin
Albedo , Anisotropy
A GeoNEX-based high spatiotemporal resolution product of land surface downward shortwave radiation and photosynthetically active radiation
2022
Li, Ruohan, Wang, Dongdong, Wang, Weile, Nemani, Ramakrishna
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, Albedo , Anisotropy
A 1 km daily surface soil moisture dataset of enhanced coverage under all-weather conditions over China in 20032019
2022
Song, Peilin, Zhang, Yongqiang, Guo, Jianping, Shi, Jiancheng, Zhao, Tianjie, Tong, Bing
Land Use/Land Cover Classification , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A 21-Year Time Series of Global Leaf Chlorophyll Content Maps From MODIS Imagery
2022
Xu, Mingzhu, Liu, Ronggao, Chen, Jing M., Liu, Yang, Wolanin, Aleksandra, Croft, Holly, He, Liming, Shang, Rong, Ju, Weimin, Zhang, Yongguang, He, Yuhong, Wang, Rong
Reflectance
A 250 m resolution global leaf area index product derived from MODIS surface reflectance data
2022
Xiao, Zhiqiang, Song, Jinling, Yang, Hua, Sun, Rui, Li, Juan
Reflectance , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A 30 m annual maize phenology dataset from 1985 to 2020 in China
2022
Niu, Quandi, Li, Xuecao, Huang, Jianxi, Huang, Hai, Huang, Xianda, Su, Wei, Yuan, Wenping
Plant Phenology, Enhanced Vegetation Index (EVI)
A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction
2022
Ma, Yuchi, Zhang, Zhou
Reflectance , Anisotropy
A global forest reference set with time series annual change information from 2000 to 2020
2022
Guo, Jing, Zhu, Zhiliang, Gong, Peng
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A global historical twice-daily (daytime and nighttime) land surface temperature dataset produced by AVHRR observations from 1981 to 2005
2022
Li, Jia-Hao, Li, Zhao-Liang, Liu, Xiangyang, Duan, Si-Bo
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity
A global land aerosol fine-mode fraction dataset (2001-2020) retrieved from MODIS using hybrid physical and deep learning approaches
2022
Yan, Xing, Zang, Zhou, Li, Zhanqing, Luo, Nana, Zuo, Chen, Jiang, Yize, Li, Dan, Guo, Yushan, Zhao, Wenji, Shi, Wenzhong, Cribb, Maureen
Reflectance
A global seamless 1 km resolution daily land surface temperature dataset (2003-2020)
2022
Zhang, Tao, Zhou, Yuyu, Zhu, Zhengyuan, Li, Xiaoma, Asrar, Ghassem R.
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Flood Modeling Based on The Precipitation Data by Using Hec-Ras Software Version (5.0.7).
2022
", ZIYA KAYA, Yunus, UNES, Fatih, DEMIRCI, Mustafa
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification
Relationship Between Land Surface Temperature and Imperviousness Density in The Urban Area of Iasi.
2022
Faculty of Geography and Geology, Alexandru Ioan Cuza University of Iasi., CRETU, Claudiu, ICHIM, Pavel, SFICA, Lucian, BREABAN, Iuliana-Gabriela
Land Surface Temperature , Emissivity
Analyzing the effectiveness of the Malki Practice for conserving the Dang forest in Gujarat, India along with improving the socio-economic standards of the land holders
2022
Dasa, Dinesh, Udapudi, Shobhalata, Kandya, Anurag
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Annual 30 m soybean yield mapping in Brazil using long-term satellite observations, climate data and machine learning
2022
Song, Xiao-Peng, Li, Haijun, Potapov, Peter, Hansen, Matthew C.
Reflectance
Are global cities homogenizing? An assessment of urban form and heat island implications
2022
Stuhlmacher, Michelle, Georgescu, Matei, Turner, B.L., Hu, Yi'na, Goldblatt, Ran, Gupta, Sarthak, Frazier, Amy E., Kim, Yushim, Balling, Robert C., Clinton, Nicholas
Population Size, Land Surface Temperature , Emissivity, Reflectance , Total Surface Water
Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate
2022
Hosseini, Seyyed Hasan, Hashemi, Hossein, Fakheri Fard, Ahmad, Berndtsson, Ronny
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Artificial intelligence and remote sensing for spatial prediction of daily air temperatureCase study of Souss watershed of Morocco
2022
Meliho, Modeste, Khattabi, Abdellatif, Zejli, Driss, Orlando, Collins Ashianga, Dansou, Caleb E.
Land Surface Temperature , Emissivity, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Artificial Intelligence for Earth System Predictability (AI4ESP) (2021 Workshop Report)
2022
Hickmon, Nicki, Varadharajan, Charuleka, Hoffman, Forrest, Wainwright, Haruko, Collis, Scott
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
Application of the MaxEnt model in improving the accuracy of ecological red line identificationA case study of Zhanjiang, China
2022
Li, Zhijian, Liu, Yiming, Zeng, Hui
Photosynthesis, Primary Production, Vegetation Productivity