Geospatial-based machine learning techniques for land use and land cover mapping using a high-resolution unmanned aerial vehicle image-Reference-Cited by-同舟云学术

Geospatial-based machine learning techniques for land use and land cover mapping using a high-resolution unmanned aerial vehicle image

Published:2023-01 Issue: Volume:29 Page:100859
ISSN:2352-9385
Container-title:Remote Sensing Applications: Society and Environment
language:en
Short-container-title:Remote Sensing Applications: Society and Environment

Author:

Mollick Taposh^ORCID,Azam Md Golam^ORCID,Karim Sabrina

Funder

United States Agency for International Development

Publisher

Elsevier BV

Subject

Computers in Earth Sciences,Geography, Planning and Development

Reference106 articles.

1. Agisoft Metashape user manual;Agisoft;Agisoft Metashape,2021

2. A new technique for remote sensing image classification based on combinatorial algorithm of SVM and KNN;Alimjan;Int. J. Pattern Recogn. Artif. Intell.,2018

3. An accuracy analysis comparison of supervised classification methods for mapping land cover using sentinel 2 images in the al-hawizeh marsh area, southern Iraq;Alwan;Geomatics Environ. Eng.,2021

4. A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses;Aslan;Appl. Sci.,2022

5. UAV-based remote sensing in plant stress imagine using high-resolution thermal sensor for digital agriculture practices: a meta-review;Awais;Int. J. Environ. Sci. Technol.,2022

Cited by 19 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. Revolutionizing UAV: Experimental Evaluation of IoT-Enabled Unmanned Aerial Vehicle-Based Agricultural Field Monitoring Using Remote Sensing Strategy;Remote Sensing in Earth Systems Sciences;2024-09-13

2. Land-Use Composition, Distribution Patterns, and Influencing Factors of Villages in the Hehuang Valley, Qinghai, China, Based on UAV Photogrammetry;Remote Sensing;2024-06-18

3. Assessment of land use-land cover dynamics and its future projection through Google Earth Engine, machine learning and QGIS-MOLUSCE: A case study in Jagatsinghpur district, Odisha, India;Journal of Earth System Science;2024-06-05

4. Geomorphological changes and landscape ecosystem services dynamics of the Bhasan Char Island in the Northern Bay of Bengal, Bangladesh;Ocean & Coastal Management;2024-06

5. Bridging Domains and Resolutions: Deep Learning-Based Land Cover Mapping without Matched Labels;Remote Sensing;2024-04-19