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Tree-based algorithms for spatial modeling of soil particle distribution in arid and semi-arid region 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 3
作者:  Abakay, Osman;  Kilic, Mirac;  Gunal, Hikmet;  Kilic, Orhan Mete
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Digital soil mapping  Sand  Clay  Silt  Remote sensing  Particle size distribution  Model  Data mining  
Land Cover Segmentation Using 3-D FCN-Based Architecture With Coordinate Attention 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2024, 卷号: 21
作者:  Buttar, Preetpal Kaur;  Sachan, Manoj Kumar
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
3-D fully convolutional network (FCN)  land cover mapping  remote sensing  satellite imagery  semantic segmentation  Sentinel-2  
Flood susceptibility mapping using a novel integration of multi-temporal sentinel-1 data and eXtreme deep learning model 期刊论文
发表期刊: GEOSCIENCE FRONTIERS. 出版年: 2024, 卷号: 15, 期号: 3
作者:  Al-Ruzouq, Rami;  Shanableh, Abdallah;  Jena, Ratiranjan;  Gibril, Mohammed Barakat A.;  Hammouri, Nezar Atalla;  Lamghari, Fouad
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Flood susceptibility mapping  eXtreme Deep Factorisation Machine  Sentinel-1  Remote sensing  
GIS-Based Multi-criteria Decision-Making Techniques and Analytical Hierarchical Process for Flash Flood Risk Assessment Due to a Possible Dam Break in Urban Arid Environment: Case Study of Biskra City, Southern Algeria 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2024, 卷号: 52, 期号: 5, 页码: 1085-1097
作者:  Boultif, Meriem;  Kheloufi, Billal;  Hachemi, Ali;  Mimeche, Leila
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Dam-breach  Arid regions  Remote sensing image analysis  Multi-criteria decision-making (MCDM)  Analytic hierarchy process (AHP)  Flood risk mapping  
Generating Land Cover Maps in Semi-arid Regions Based on a 3D Semantic Segmentation Architecture Using Multi-temporal Sentinel-2 Satellite Images: A Case Study of Ludhiana District in Punjab, India 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2024, 卷号: 52, 期号: 2, 页码: 383-398
作者:  Buttar, Preetpal Kaur;  Sachan, Manoj Kumar
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Semantic segmentation  Land cover mapping  3D encoder-decoder architecture  Remote sensing  Sentinel-2  Semi-arid regions  
Digital Mapping of Vegetative Great Groups to Inform Management Strategies 期刊论文
发表期刊: RANGELAND ECOLOGY & MANAGEMENT. 出版年: 2024, 卷号: 94, 页码: 7-19
作者:  Phipps, Lucas;  Stringham, Tamzen K.
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
adaptive management  arid land  ecological sites  gridded soil mapping  monitoring  random forest  rangeland  remote sensing  restoration  sagebrush biome  soil  soil mapping  vegetation mapping  
Multi-criteria Evaluation for Desertification Assessment and Mapping: a Case Study from Jordan's Marginal Land 期刊论文
发表期刊: DOKLADY EARTH SCIENCES. 出版年: 2023, 卷号: 513, 期号: 2, 页码: 1279-1292
作者:  Harahsheh, Hussein;  Al Mashagbah, Atef Faleh;  Alzaben, Heba
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
remote sensing  Geographic Information Systems (GIS)  multi-criteria  desertification  mapping  
Assessment of Soil Suitability Using Machine Learning in Arid and Semi-Arid Regions 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 1
作者:  Ismaili, Maryem;  Krimissa, Samira;  Namous, Mustapha;  Htitiou, Abdelaziz;  Abdelrahman, Kamal;  Fnais, Mohammed S.;  Lhissou, Rachid;  Eloudi, Hasna;  Faouzi, Elhousna;  Benabdelouahab, Tarik
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
precision agriculture  sentinel-2  random forest  XgbTree  digital soil mapping  remote sensing  agricultural management  
Enhancing Crop Mapping Precision through Multi-Temporal Sentinel-2 Image and Spatial-Temporal Neural Networks in Northern Slopes of Tianshan Mountain 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 11
作者:  Zhang, Xiaoyong;  Guo, Yonglin;  Tian, Xiangyu;  Bai, Yongqing
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
remote sensing in agriculture  crop mapping  deep learning  multi-temporal  neighborhood information  spatial temporal neural networks  strip pooling module  sentinel-2  
Risk assessment and management of vulnerable areas to flash flood hazards in arid regions using remote sensing and GIS-based knowledge-driven techniques 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2023, 卷号: 117, 期号: 3, 页码: 2269-2295
作者:  Abdelkareem, Mohamed;  Mansour, Abbas M.
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Flash flood mapping  Remote sensing  GIS  AHP  NQC  Egypt