在淡水热带湖中使用地理空间工具评估长期和多次土地使用/土地覆盖过渡 - - 来自北印度的一个案例研究
Venkatesh Dutta1, Rakesh Singh Kushwaha2, Divya Dubey2
1River Systems and Aquatic Ecology Lab, Department of Environmental Science, Babasaheb Bhimrao Ambedkar University, Lucknow, India. dvenks@gmail.com.
Environmental monitoring and assessment
|January 31, 2026
概括
卡拉拉湖因城市化和农业而缩小了90%以上,威胁着生物多样性和水资源. 迫切需要改变政策来保护这个重要的湿地.
科学领域:
- 生态生态学 生态生态学
- 环境科学 环境科学
- 遥感 遥感 遥感 遥感
背景情况:
- 淡水生态系统面临着人类活动造成的全球性退化.
- 甘流域,特别是勒克诺,经历了快速的城市化,影响了湿地.
- 卡拉拉湖是一个重要的牛弓湖,对当地生物多样性和供水至关重要.
研究的目的:
- 分析1976-2024年卡雷拉湖的长期土地利用和土地覆盖 (LULC) 变化.
- 为了确定卡拉拉湖退化的主要驱动因素.
- 预测卡雷拉湖地区未来的LULC场景.
主要方法:
- 使用多层感知神经网络 (MLP-NN) 模型进行LULC分析.
- 在未来的LULC场景中使用马尔科夫链预测.
- 分析了印度卡拉拉湖48年LULC数据.
主要成果:
- 卡拉拉湖在1976年至2024年期间,湿地面积减少了90.64%.
- 侵占土地和农业是湖泊缩的主要原因.
- 未来的预测 (2040年) 显示农业和建筑面积增加,湿地和灌木林面积减少.
结论:
- 侵占,污染,集约农业和地下水过度提取正在降低卡拉拉湖的水质.
- 建议采取更严格的土地使用政策和当局的边界划分.
- 保护工作对于保护湖泊的生态系统和水生野生动物至关重要.
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