埃塞俄比亚裂谷湖盆地思乐流域土地利用/土地覆盖与气候变化对土壤侵蚀的综合影响评价

IF 1.7 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Cogent Food & Agriculture Pub Date : 2023-10-31 DOI:10.1080/23311932.2023.2273630
Birhanu Wolde, Awdenegest Moges, Rediet Grima
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引用次数: 0

摘要

土地利用/土地覆盖变化与气候变化的综合影响对土壤和水生态产生了重大影响,要求对自然资源进行适当的管理。摘要以埃塞俄比亚裂谷湖盆地思乐流域为研究对象,研究了1987 ~ 2050年土壤侵蚀面积的动态变化,并估算了两种气候情景(RCP4.5和RCP8.5)下土壤侵蚀面积与气候变化的关系。采用最大似然分类的监督方法在ERDAS Imagine软件中对1987年、2003年和2020年的LULC进行评估。利用多层感知器神经网络和元胞自动机-马尔可夫链模型与TerrSet软件集成,在考虑不同驱动变量的情况下,以分类的过去LULC地图作为预测2050年LULC的基线。利用修正的通用土壤流失量方程模型(RUSLE)计算ArcGIS中的输入参数,估算土壤流失率。输入参数为侵蚀力(r因子)、土壤可蚀性(k因子)、地形(ls因子)、保护措施(p因子)和覆盖(c因子)。调查结果显示,在一切照旧的情况下,未来几年内,LULC的重大变化将会延长。在RCP4.5和RCP8.5情景下,未来2050年LULC的平均土壤流失量分别为56.48 t-ha−1年−1和57.11 t-ha−1年−1,预计分别增加36.40%和38.19%。为了实现自然资源的可持续管理,本文提出了目前和未来对优先子流域的干预措施。此外,还需要生态健全的保护政策和战略,以减轻气候变化对土壤侵蚀的不利影响。
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Assessment of the combined effects of land use/land cover and climate change on soil erosion in the Sile watershed, Ethiopian Rift Valley Lakes Basin
The combined impacts of land use/land cover (LULC) changes and climate change are significantly affecting soil and water ecologies, calling for proper natural resource management. The aims of this study were to assess the LULC dynamics between 1987 and 2050 and estimate the impact of LULC and climate changes (under two climate scenarios (RCP4.5 & RCP8.5)) on soil erosion rate in Sile watershed, Ethiopian rift valley lakes basin (ERVLB). A supervised method with maximum likelihood classification was applied in the ERDAS Imagine software for assessing the LULC of 1987, 2003, and 2020. A classified past LULC map serves as a baseline to predict 2050 LULC by considering different driver variables using Multi-Layer Perceptron Neural Network and Cellular Automata-Markov Chain Model integrated with TerrSet software. A revised universal soil loss equation model (RUSLE) has been used to compute an input parameter in ArcGIS to estimate the rate of soil loss. The input parameters were erosivity (R-factor), soil erodibility (K-factor), topography (LS-factor), conservation practice (P-factor), and cover (C-factor). The findings revealed that with the business-as-usual scenario, the substantial LULC alteration will be prolonged over the coming several years. The average soil loss under the RCP4.5 and RCP8.5 scenarios with a future 2050 LULC was predicted to be 56.48 t-ha−1 year−1 and 57.11 t-ha−1 year−1 and then it will be expected to increase 36.40% and 38.19%, respectively. In order to sustainably manage the natural resources, interventions in prioritized sub-watersheds have been suggested at present and for the future. Additionally, it needs ecological sound conservation policies and strategies to mitigate the adverse impacts of climate change on soil erosion.
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来源期刊
Cogent Food & Agriculture
Cogent Food & Agriculture AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
3.30
自引率
5.00%
发文量
79
审稿时长
11 weeks
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