Performance Evaluation of Machine Learning Algorithms in Change Detection and Change Prediction of a Watershed’s Land Use and Land Cover
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Environmental Science
Link
https://link.springer.com/content/pdf/10.1007/s41742-023-00518-w.pdf
Reference52 articles.
1. Acheampong EO, Macgregor CJ, Sloan S, Sayer J (2019) Deforestation is driven by agricultural expansion in Ghana’s forest reserves. Sci Afr 5:00146. https://doi.org/10.1016/j.sciaf.2019.e00146
2. Akar Ö, Güngör O (2012) Classification of multispectral images using Random Forest algorithm. J Geodesy Geoinform 1(2):105–112. https://doi.org/10.9733/jgg.241212.1
3. Aliani H, Malmir M, Sourodi M, Kafaky SB (2019) Change detection and prediction of urban land use changes by CA–Markov model (case study: Talesh County). Environ Earth Sci 78(17):1–12. https://doi.org/10.1007/s12665-019-8557-9
4. Arekhi S, Ata B, Shakooei E (2022) Evaluation of vegetation/land use change techniques using satellite images and GIS (Case study: Gorganrood Basin). Phys Soc Plan 9(2):41–60. https://doi.org/10.30473/psp.2022.60210.2506
5. Baig MF, Mustafa MRU, Baig I, Takaijudin HB, Zeshan MT (2022) Assessment of land use land cover changes and future predictions using CA-ANN simulation for Selangor. Malays Water 14(3):402. https://doi.org/10.3390/w14030402
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Landslide Susceptibility Assessment Considering Time-Varying of Dynamic Factors;Natural Hazards Review;2024-08
2. Looking for Optimal Maps of Soil Properties at the Regional Scale;International Journal of Environmental Research;2024-05-27
3. Habitat Quality Analysis and Future Simulation Based on Artificial Neural Network-cellular Automata Model;Sensors and Materials;2024-04-26
4. Simulating Seoul's greenbelt policy with a machine learning-based land-use change model;Cities;2023-12
5. Simulation and analysis of ecological early-warning of urban construction land expansion based on digital sensing feature recognition and remote sensing spatial analysis technology;Physics and Chemistry of the Earth, Parts A/B/C;2023-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3