Department of International Public Policy, Faculty of Humanities and Social Sciences, University of Tsukuba, Tsukuba, Japan.
Program in Economic and Public Policy (PEPP), Graduate School of Humanities and Social Sciences, University of Tsukuba, Tsukuba, Japan.
Sci Rep. 2024 Aug 6;14(1):18257. doi: 10.1038/s41598-024-69276-9.
Monitoring vegetation dynamics in terrestrial national parks (TNPs) is crucial for ensuring sustainable environmental management and mitigating the potential negative impacts of short- and long-term disturbances understanding the effect of climate change within natural and protected areas. This study aims to monitor the vegetation dynamics of TNPs in Indonesia by first categorizing them into the regions of Sumatra, Jawa, Kalimantan, Sulawesi, and Eastern Indonesia and then applying ready-to-use MODIS EVI time-series imageries (MOD13Q1) taken from 2000 to 2022 on the GEE cloud-computing platform. Specifically, this research investigates the greening and browning fraction trends using Sen's slope, considers seasonality by analyzing the maximum and minimum EVI values, and assesses anomalous years by comparing the annual time series and long-term median EVI value. The findings reveal significantly increasing greening trends in most TNPs, except Danau Sentarum, from 2000 to 2022. The seasonality analysis shows that most TNPs exhibit peak and trough greenness at the end of the rainy and dry seasons, respectively, as the vegetation response to precipitation increases and decreases. Anomalies in seasonality that is affected by climate change was detected in all of the regions. To increase TNPs resilience, suggested measures include active reforestation and implementation of Assisted Natural Regeneration, strengthen the enforcement of fundamental managerial task, and forest fire management.
监测陆地国家公园(TNPs)的植被动态对于确保可持续的环境管理和减轻短期和长期干扰的潜在负面影响至关重要,同时也有助于了解自然和保护区内气候变化的影响。本研究旨在通过首先将印度尼西亚的 TNPs 划分为苏门答腊、爪哇、加里曼丹、苏拉威西和印度尼西亚东部等地区,然后在 GEE 云计算平台上应用从 2000 年到 2022 年的现成 MODIS EVI 时间序列成像(MOD13Q1),来监测印度尼西亚的 TNPs 植被动态。具体来说,本研究使用 Sen 斜率调查了绿化和褐化分数趋势,通过分析最大和最小 EVI 值考虑季节性,通过比较年度时间序列和长期中位数 EVI 值评估异常年份。研究结果表明,除了 Sentarum 湖之外,大多数 TNPs 的绿化趋势从 2000 年到 2022 年都在显著增加。季节性分析表明,大多数 TNPs 在雨季和旱季结束时分别呈现出峰值和低谷的绿色度,这是由于植被对降水的响应增加和减少。所有地区都检测到受气候变化影响的季节性异常。为了提高 TNPs 的恢复能力,建议采取积极的重新造林和实施辅助自然再生、加强基本管理任务的执行以及森林火灾管理等措施。