对非洲中部盆地近期泥炭森林扰动及其驱动因素的评估

Karimon Nesha, Martin Herold, Johannes Reiche, Robert N. Masolele, K. Hergoualc’h, E. Swails, Daniel Murdiyarso, C. Ewango
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摘要

中部盆地是最大的热带泥炭地复合体,其特点是持续存在知识空白。我们评估了横跨刚果共和国(ROC)和刚果民主共和国(DRC)的中央盆地最近发生的泥炭森林扰动及其直接驱动因素。利用泥炭地范围和雷达探测毁林(RADD)警报数据,我们分析了扰动的空间和时间模式。此外,我们还通过对 Planet 和哨兵 2A 的月度数据进行可视化解读,检查了 2267 个随机抽样的泥炭林干扰事件,以确定直接驱动因素。我们的研究结果表明,2019 年至 2021 年期间,约 91% 的扰动事件发生在刚果民主共和国,热点地区集中在西北部的南乌班吉区。骚乱主要遵循鲜明的季节性模式,在每年上半年反复发生,时间热点出现在 2 月至 5 月,与小农农业活动密切相关。小农农业占中央盆地扰动的 88% 以上,在中部非洲区域(约 77%)和刚果民主共和国(约 89%)均占主导地位。在该地区,小规模伐木占干扰事件的 7%,但在中华民国则是一个重要的驱动因素(18%)。其他驱动因素包括洪水、道路和定居点。约 77% 的干扰事件发生在中天鹅绒地区受管理的森林特许经营区外,其中 40% 的干扰事件延伸到了保护区内。约 90% 的扰动集中在泥炭森林边缘 1 公里范围内,约 76% 的扰动发生在道路或河流网络 5 公里范围内。这些见解强调了中央省对有效泥炭林保护战略的迫切需要,并可为针对泥炭地保护的国家政策提供信息,从而与《布拉柴维尔宣言》和《巴黎协定》中的承诺保持一致。此外,我们在直接驱动因素评估方面的发现可作为机器学习模型的参考数据集,以实现可视化解读的自动化,并在整个地区推广评估工作。
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An assessment of recent peat forest disturbances and their drivers in the Cuvette Centrale, Africa
The largest tropical peatland complex in the Cuvette Centrale, is marked by persistent knowledge gaps. We assessed recent peat forest disturbances and their direct drivers from 2019 to 2021 in Cuvette Centrale, spanning the Republic of Congo (ROC) and the Democratic Republic of Congo (DRC). Utilizing peatland extent and Radar for Detecting Deforestation (RADD) alert data, we analyzed spatial and temporal patterns of disturbances. Further, we examined 2,267 randomly sampled peat forest disturbance events through visual interpretation of monthly Planet and Sentinel 2A data to identify direct drivers. Our findings revealed that between 2019 and 2021, about 91% of disturbances occurred in DRC, with hotspots concentrated in the northwest Sud-Ubangi district. Disturbances predominantly followed a sharp seasonal pattern, recurring during the first half of each year with temporal hotspots emerging between February and May, closely associated with smallholder agriculture activities. Smallholder agriculture accounted for over 88% of disturbances in Cuvette Centrale, representing a leading role both in ROC (~77%) and DRC (~89%). While, small-scale logging contributed 7% to disturbances in the region, it constituted an important driver (18 %) in the ROC. Other drivers included flood, roads and settlements. Approximately 77% of disturbances occurred outside managed forest concessions in Cuvette Centrale, with 40% extending into protected areas. About 90% of disturbances were concentrated within 1 km of peat forest edges and ~76% of the disturbances occurred within 5 km of road or river networks. The insights underscore the crucial need for effective peat forest conservation strategies in Cuvette Centrale and can inform national policies targeting peatland protection, aligning with commitments in the Brazzaville Declaration and Paris Agreement. Further, our findings on direct driver assessment could serve as a reference dataset for machine learning models to automate the visual interpretation and upscale the assessment across the entire region.
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