Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Earth and Planetary Sciences
Link
https://link.springer.com/content/pdf/10.1007/s12145-022-00874-9.pdf
Reference60 articles.
1. Abdi AM (2020) Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data. Giscience Remote Sens 57:1–20. https://doi.org/10.1080/15481603.2019.1650447
2. Adam E, Mutanga O, Odindi J, Abdel-Rahman EM (2014) Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers. Int J Remote Sens 35:3440–3458. https://doi.org/10.1080/01431161.2014.903435
3. Afshar M, Usefi H (2021) Dimensionality reduction using singular vectors. Sci Rep 11:1–13. https://doi.org/10.1038/s41598-021-83150-y
4. Bouzekri S, Lasbet AA, Lachehab A (2015) A new spectral index for extraction of built-up area using landsat-8 data. J Indian Soc Remote Sens 43:867–873. https://doi.org/10.1007/s12524-015-0460-6
5. Breiman L (2001) Random forests. Mach Learn 45:5–32
Cited by 11 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. Dynamics of LULC changes, LST, vegetation health and climate interactions in Wetland buffer zone: A remote sensing perspective;Physics and Chemistry of the Earth, Parts A/B/C;2024-10
2. Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification;Journal of Applied Remote Sensing;2024-07-27
3. Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry;Engineering Applications of Artificial Intelligence;2024-07
4. The analysis of ecological security and tourist satisfaction of ice-and-snow tourism under deep learning and the Internet of Things;Scientific Reports;2024-05-10
5. Exploring the impact of land use/land cover changes on the dynamics of Deepor wetland (a Ramsar site) in Assam, India using geospatial techniques and machine learning models;Modeling Earth Systems and Environment;2024-04-15
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