Modeling of Gully Erosion in Ethiopia as Influenced by Changes in Rainfall and Land Use Management Practices

水文学(农业) 腐蚀 环境科学 土地退化 土地利用 分水岭 土地覆盖 频道(广播) 冲沟侵蚀 流域 排水密度 自然地理学 地质学 地理 生态学 地貌学 岩土工程 工程类 地图学 机器学习 计算机科学 电气工程 生物
作者
Tadesual Asamin Setargie,Atsushi Tsunekawa,Nigussie Haregeweyn,Mitsuru Tsubo,Mauro Rossi,Francesca Ardizzone,Matthias Vanmaercke,Sofie De Geeter,Ayele Almaw Fenta,Kindiye Ebabu,Mesenbet Yibeltal,Mulatu Liyew Berihun,Dagnenet Sultan,Benedict Nzioki,Taye Minichil Meshesha
出处
期刊:Land [Multidisciplinary Digital Publishing Institute]
卷期号:12 (5): 947-947 被引量:1
标识
DOI:10.3390/land12050947
摘要

Gully erosion is one of the most extreme land degradation processes that exhibit spatial and temporal variation depending on topography, soil, climate, and land use and management characteristics. This study investigated the impact of changes in rainfall, land use/land cover (LULC), and land use management (LUM) practices on gully erosion in two midland watersheds (treated Kecha and untreated Laguna) in the Upper Blue Nile basin of Ethiopia by using the LANDPLANER model in combination with intensive field measurements and remote sensing products. We simulated gully erosion under past (in 2005), present (in 2021), and three potential future curve number conditions, each time under four rainfall scenarios (10, 30, 60, and 100 mm) using the dynamic erosion index (e), static topographic (esp), and erosion channel (esp_channel) thresholds. Density plot analyses showed that gullies frequently occur in low-lying gentle slope areas with relatively higher curve number values. The best predictions of gullies identified through true positive rates (TPR) and true negative rates (TNR) were achieved considering the static esp_channel > 1 for Kecha (TPR = 0.667 and TNR = 0.544) and the dynamic e > 0.1 for 60 mm of rainfall in Laguna (TPR = 0.769 and TNR = 0.516). Despite the 10 mm rainfall having negligible erosion-triggering potential in both watersheds, the 60 and 100 mm rainfall scenarios were 4–5 and 10–17 times, respectively, higher than the 30 mm rainfall scenario. While the LULC change in the untreated Laguna watershed increased the impact of rainfall on gully initiation by only 0–2% between 2005 and 2021, the combination of LULC and LUM significantly reduced the impact of rainfall in the treated Kecha watershed by 64–79%. Similarly, the gully initiation area in Kecha was reduced by 28% (from 33% in 2005 to 5% in 2021) due to changes in LULC and LUM practices, whereas Laguna showed little increment by only 1% (from 42% in 2005 to 43% in 2021) due to LULC change. In addition, the future predicted alternative land use planning options showed that gully initiation areas in Laguna could be reduced by 1% with only LULC conversion; 39% when only LUM practices were implemented; and 37% when both were combined. These results indicate that LUM practices outweigh the impact of LULC on gully erosion in the studied paired watersheds. Overall, LANDPLANER successfully simulated the spatio-temporal variation of gully erosion with scenario-based analyses and hence can be used to predict gullies in the study area and other data-scarce regions with similar agro-ecological settings.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
缓慢听筠发布了新的文献求助10
1秒前
英俊的铭应助初景采纳,获得100
1秒前
无花果应助爱撒娇的朋友采纳,获得10
1秒前
好哥哥完成签到,获得积分0
1秒前
1秒前
2秒前
3秒前
晚风完成签到 ,获得积分10
4秒前
wangwang完成签到,获得积分10
4秒前
田様应助wj采纳,获得10
6秒前
6秒前
毅诚菌发布了新的文献求助10
6秒前
7秒前
7秒前
7秒前
11111发布了新的文献求助10
7秒前
傲娇蜻蜓发布了新的文献求助10
7秒前
8秒前
爆米花应助WW采纳,获得10
8秒前
深情安青应助WW采纳,获得10
9秒前
无花果应助WW采纳,获得10
9秒前
李爱国应助Amanda采纳,获得10
9秒前
毅诚菌发布了新的文献求助10
9秒前
10秒前
予我而研发布了新的文献求助10
10秒前
LeonPan完成签到,获得积分10
10秒前
趙途嘵生发布了新的文献求助10
10秒前
12秒前
爱冒险的梦完成签到,获得积分10
12秒前
12秒前
毅诚菌发布了新的文献求助10
12秒前
毅诚菌发布了新的文献求助10
12秒前
XX完成签到 ,获得积分10
13秒前
单敏琪发布了新的文献求助10
13秒前
NexusExplorer应助羊毛采纳,获得10
14秒前
今后应助fengxx采纳,获得10
14秒前
上官若男应助陈新刚采纳,获得10
14秒前
华仔应助dsds采纳,获得10
15秒前
学必困完成签到 ,获得积分10
15秒前
bkagyin应助ldxghh采纳,获得10
16秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] 2500
Atlas of Aligner Treatment and Planning A Case-Based Approach 1000
Geist der Kunst und Kultur 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Soil mites of the family Rhagidiidae (Actinedida: Eupodoidea). Morphology, Systematics, Ecology 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7422874
求助须知:如何正确求助?哪些是违规求助? 9025846
关于积分的说明 19228308
捐赠科研通 7052470
什么是DOI,文献DOI怎么找? 3235319
关于科研通互助平台的介绍 2398361
邀请新用户注册赠送积分活动 2217692