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Land use and cover change and influencing factor analysis in the Shiyang River Basin, China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2024, 卷号: 16, 期号: 2, 页码: 246-265
作者:  Zhao, Yaxuan;  Cao, Bo;  Sha, Linwei;  Cheng, Jinquan;  Zhao, Xuanru;  Guan, Weijin;  Pan, Baotian
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
land use and cover classification  land use and cover change (LUCC)  climate change  random forest  accuracy assessment  three-dimensional sampling method  Shiyang River Basin  
Improving Land Use/Cover Classification Accuracy from Random Forest Feature Importance Selection Based on Synergistic Use of Sentinel Data and Digital Elevation Model in Agriculturally Dominated Landscape 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2023, 卷号: 13, 期号: 1
作者:  Ibrahim, Sa'ad
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
land use  land cover  classification  random forest  Sentinel data  SRTM  feature selection  accuracy  validation  
Remote sensing strategies to monitoring land use maps with AVHRR and MODIS data over the South Asia regions 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 11, 页码: 31718-31731
作者:  Ali, Shahzad;  Qi, Huang An;  Henchiri, Malak;  Sha, Zhang;  Khan, Fahim Ullah;  Sajid, Muhammad;  Zhang, Jiahua
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
Random forest classification  Precision assessment  AVHRR GIMMS NDVI3g  Land use and land cover  South Asia  
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2023, 卷号: 16, 页码: 2413-2426
作者:  Du, Haoyang;  Li, Manchun;  Xu, Yunyun;  Zhou, Chen
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Ensemble learning  Classification algorithms  Remote sensing  Support vector machines  Machine learning algorithms  Climate change  Radio frequency  Arid areas  China  ensemble learning  land use  land cover classification  machine learning  
Spatio-Temporal Assessment of Olive Orchard Intensification in the Saiss Plain (Morocco) Using k-Means and High-Resolution Satellite Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 1
作者:  Navarro, Rebecca;  Wirkus, Lars;  Dubovyk, Olena
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
super high-density olive plantations  land use land cover mapping  Google Earth Engine  unsupervised classification  hierarchical divisive clustering  remote sensing  
A review of land use/land cover change mapping in the China-Central Asia-West Asia economic corridor countries 期刊论文
发表期刊: BIG EARTH DATA. 出版年: 2021, 卷号: 5, 期号: 2
作者:  Naboureh, Amin;  Bian, Jinhu;  Lei, Guangbin;  Li, Ainong
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
Land use change  land cover change  China-Central Asia-West Asia Economic Corridor  accuracy assessment  reference data  classification algorithm  
基于遥感光谱的干旱区土地退化评价体系构建 期刊论文
发表期刊: 农业工程学报. 出版年: 2019, 卷号: 35, 期号: 9, 页码: 228-237
作者:  张平;  孙强强;  孙丹峰;  孙敏轩;  刘浩田;  尤淑撑;  刘爱霞
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/29
GF-1 WFV  remote sensing  spectrum analysis  land degradation  standard spectral endmember space  land use/cover classification  GF-1 WFV  
Remote Sensing Image Enhancement through Spatiotemporal Filtering 学位论文
学位授予机构: The Ohio State University / OhioLINK. 出版年: 2017
作者:  Albanwan;Hessah AMYM
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/29
Civil Engineering  Spatiotemporal bilateral filter  Land cover and Land use  Classification  Support Vector Machine SVM  Transfer learning  
Classification methods for detecting and evaluating changes in desertification-related features in arid and semiarid environments 期刊论文
发表期刊: EURO-MEDITERRANEAN JOURNAL FOR ENVIRONMENTAL INTEGRATION. 出版年: 2017, 卷号: 2, 期号: 1
作者:  Afrasinei, Gabriela-Mihaela;  Melis, Maria Teresa;  Buttau, Cristina;  Arras, Claudio;  Pistis, Marco;  Zerrim, Amar;  Guied, Messaoud;  Ouessar, Mohamed;  Essifi, Bouajila;  Ben Zaied, Mongi;  Jlali, Amor;  Jarray, Hanen;  Ghiglieri, Giorgio
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/08
Salinization  Sand encroachment  Change detection  Landsat imagery classification  Land cover/use mapping  Decision tree  
Semiautomatic approach for land cover classification: a remote sensing study for arid climate in southeastern Tunisia 期刊论文
发表期刊: EURO-MEDITERRANEAN JOURNAL FOR ENVIRONMENTAL INTEGRATION. 出版年: 2017, 卷号: 2, 期号: 1
作者:  Bouaziz, Moncef;  Eisold, Stefanie;  Guermazi, Emna
收藏  |  浏览/下载：9/0  |  提交时间：2021/01/08
Land use  Land cover  Classification  Landsat imagery  Arid areas