相关实验视频

Updated: May 10, 2025

Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation

Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation

Published on: February 9, 2024

基于MODIS的时空逆转和驱动因素分析,分析了2000年至2024年新疆无云的植被覆盖面

He Yang¹, Min Xiong², Yongxiang Yao¹

¹School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China.

Sensors (Basel, Switzerland)

|April 26, 2025

概括

新疆的新疆,就是新疆.

科学领域:

地球和环境科学地球和环境科学
生态生态学生态生态学
遥感遥感遥感遥感

背景情况:

新疆面临生态退化,影响国家安全和可持续发展.
之前关于植被覆盖的研究缺乏最新数据和全面的驱动因素分析.
区域生态保护需要对植被动态的最新理解.

研究的目的:

调查从2000年到2024年的新疆部分植被覆盖 (FVC) 动态.
分析影响FVC变化的关键驱动因素.
开发一种用于预测未来植被趋势的新方法.

主要方法:

使用谷歌地球引擎 (GEE) 与MODIS数据用于FVC产品生成.
采用时空空间统计分析,优化空间缩放,趋势分析和地理探测器 (GeoDetector).
整合Theil-Sen中位数趋势分析与Hurst指数用于未来趋势预测.

主要成果:

FVC显示了一个南北梯度,在北方更高.
金融公司的整体波动上升趋势,波动性增加,稳定性下降.
对FVC分析的最佳空间尺度确定为15公里.
土地利用,植被和土壤类型是关键的驱动因素 (>20%的解释力).

结论:

新疆的植被覆盖呈现出不同的空间模式和时间趋势.
土地使用,植被和土壤类型显著影响FVC.
拟议的趋势预测方法增强了对新疆未来植被动态的理解.

关键词:

莫迪斯 (MODIS) 远程传感图像移除云的移除方式驱动因素驱动因素驱动因素部分植被覆盖部分植被覆盖.时间空间的变化.

更多相关视频

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

Published on: July 3, 2020

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM

Published on: October 11, 2016

相关概念视频

Global Climate Change

Global Climate Change

Throughout its ~4.5 billion year history, the Earth has experienced periods of warming and cooling. However, the current drastic increase in global temperatures is well outside of the Earth’s cyclic norms, and evidence for human-caused global climate change is compelling. Paleoclimatology, the study of ancient climate conditions, provides ample evidence for human-caused global climate change by comparing recent conditions with those in the past.

Light Acquisition

Light Acquisition

In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.

Manipulation and Analysis

Manipulation and Analysis

GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...