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Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 出版年: 2024, 卷号: 135
作者:  Lee, Jinwook;  Bateni, Sayed M.;  Jun, Changhyun;  Heggy, Essam;  Jamei, Mehdi;  Kim, Dongkyun;  Ghafouri, Hamid Reza;  Deenik, Jonathan L.
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Reference evapotranspiration  Multitemporal forecasting  Multivariate variational mode decomposition  KBest selection  Hybrid system  
Spatial prediction of soil salinity based on the Google Earth Engine platform with multitemporal synthetic remote sensing images 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2023, 卷号: 75
作者:  Ma, Shilong;  He, Baozhong;  Ge, Xiangyu;  Luo, Xuefeng
收藏  |  浏览/下载：27/0  |  提交时间：2024/09/29
Soil salinization  Optimal time window  Google Earth Engine  Multitemporal synthetic  Digital soil mapping  
Cost-Benefit Evaluation of Walnut and Jujube Orchards under Fruit Tree-Crop Intercropping Conditions in Southern Xinjiang 期刊论文
发表期刊: FORESTS. 出版年: 2023, 卷号: 14, 期号: 11
作者:  Jin, Jingyu;  Bai, Jie;  Bao, Anming;  Han, Hongwei;  Li, Junli;  Chang, Cun;  Bao, Jiayu
收藏  |  浏览/下载：37/0  |  提交时间：2024/09/29
walnut orchards  jujube orchards  intercropping  decision tree classification  multitemporal remote sensing  output/input ratios  southern Xinjiang  
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 19
作者:  Liu, Jie;  Wu, Zhen;  Zhang, Huiwen
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
land use change  landslide susceptibility partition  multitemporal  natural vegetation  human activities  
Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 110
作者:  Racetin, Ivan;  Krtalic, Andrija;  Srzic, Veljko;  Zovko, Monika
收藏  |  浏览/下载：22/0  |  提交时间：2020/05/22
Agriculture  Irrigation  Multitemporal analysis  Remote sensing  Spectral indices  
Satellite and close range analysis for the surveillance and knowledge improvement of the Nasca geoglyphs 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2020, 卷号: 236
作者:  Masini, Nicola;  Lasaponara, Rosa
收藏  |  浏览/下载：27/0  |  提交时间：2020/03/23
Satellite multitemporal textural analysis  Principal component analysis  Unmanned aerial vehicle  Synthetic aperture radar  Integration  Nasca geoglyphs  Monitoring  Pampa de atarco  
Automated detection of archaeological mounds using machine-learning classification of multisensor and multitemporal satellite data 期刊论文
发表期刊: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. 出版年: 2020, 卷号: 117, 期号: 31, 页码: 18240-18250
作者:  Orengo, Hector A.;  Conesa, Francesc C.;  Garcia-Molsosa, Arnau;  Lobo, Agustin;  Green, Adam S.;  Madella, Marco;  Petrie, Cameron A.
收藏  |  浏览/下载：18/0  |  提交时间：2021/01/07
multitemporal and multisensor satellite big data  machine learning  archaeology  Indus Civilization  virtual constellations  
Change of vegetable coverage impact in the erosion of the Nevado de Toluca 期刊论文
发表期刊: TECNOLOGIA Y CIENCIAS DEL AGUA. 出版年: 2020, 卷号: 11, 期号: 3, 页码: 342-370
作者:  Alonso, Homero;  Diakite, Laraine;  Rufino, Jaquelinne
收藏  |  浏览/下载：21/0  |  提交时间：2020/07/01
Remote sensing  hydrological model  map algebra  climate change  land use  multitemporal analysis  
Assessment of land use change and its effect on soil carbon stock using multitemporal satellite data in semiarid region of Rajasthan, India 期刊论文
发表期刊: ECOLOGICAL PROCESSES. 出版年: 2019, 卷号: 8, 期号: 1
作者:  Sharma, Garima;  Sharma, L. K.;  Sharma, K. C.
收藏  |  浏览/下载：19/0  |  提交时间：2020/03/23
Multitemporal satellite data  Land use change dynamics  Internal trading of land use  SOC stock  Stock change factor  Change in SOC pool  Land use management  
INTEGRATION OF SAR AND GEOBIA FOR THE ANALYSIS OF TIME-SERIES DATA 会议论文
会议名称: 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 会议地点: Valencia, SPAIN. 会议日期: JUL 22-27, 2018
作者:  Amitrano, D.;  Cecinati, F.;  Di Martino, G.;  Iodice, A.;  Mathieu, P. -P.;  Riccio, D.;  Ruello, G.
收藏  |  浏览/下载：14/0  |  提交时间：2019/12/09
multitemporal synthetic aperture radar classification  self-organizing map clustering  object-based image analysis