林业分析遥感工具的进展

IF 1.2 4区农林科学 Q3 FORESTRY

Journal of Sustainable Forestry Pub Date : 2023-10-13 DOI:10.24294/sf.v6i1.2269

Shruti Kanga

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引用次数: 0

摘要

遥感技术通过提供大规模森林生态系统的宝贵信息，使林业分析发生了革命性的变化。这篇综述文章探讨了利用光学、热、雷达和激光雷达数据的遥感工具的最新进展，以及最先进的数据处理和分析方法。我们研究了这些工具如何与人工智能(AI)技术和云计算设施相结合，增强分析外展，并在遥感和林业学科领域提供新的见解。本文旨在全面概述这些进展，讨论其潜在应用，并强调挑战和未来方向。通过这项研究，我们展示了将遥感和人工智能结合起来彻底改变森林管理和保护实践的巨大潜力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Advancements in remote sensing tools for forestry analysis

Remote sensing technologies have revolutionized forestry analysis by providing valuable information about forest ecosystems on a large scale. This review article explores the latest advancements in remote sensing tools that leverage optical, thermal, RADAR, and LiDAR data, along with state-of-the-art methods of data processing and analysis. We investigate how these tools, combined with artificial intelligence (AI) techniques and cloud-computing facilities, enhance the analytical outreach and offer new insights in the fields of remote sensing and forestry disciplines. The article aims to provide a comprehensive overview of these advancements, discuss their potential applications, and highlight the challenges and future directions. Through this examination, we demonstrate the immense potential of integrating remote sensing and AI to revolutionize forest management and conservation practices.

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来源期刊

Journal of Sustainable Forestry Social Sciences-Geography, Planning and Development

CiteScore

3.90

自引率

12.50%

发文量

期刊介绍： Journal of Sustainable Forestry publishes peer-reviewed, original research on forest science. While the emphasis is on sustainable use of forest products and services, the journal covers a wide range of topics from the underlying biology and ecology of forests to the social, economic and policy aspects of forestry. Short communications and review papers that provide a clear theoretical, conceptual or methodological contribution to the existing literature are also included in the journal. Common topics covered in the Journal of Sustainable Forestry include: • Ecology, management, recreation, restoration and silvicultural systems of all forest types, including urban forests • All aspects of forest biology, including ecophysiology, entomology, pathology, genetics, tree breeding, and biotechnology • Wood properties, forest biomass, bioenergy, and carbon sequestration • Simulation modeling, inventory, quantitative methods, and remote sensing • Environmental pollution, fire and climate change impacts, and adaptation and mitigation in forests • Forest engineering, economics, human dimensions, natural resource policy, and planning Journal of Sustainable Forestry provides an international forum for dialogue between research scientists, forest managers, economists and policy and decision makers who share the common vision of the sustainable use of natural resources.