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基于土地变化模型器预测土地利用和土地覆盖变化,并将土地利用土地覆盖与气候变化相结合,研究其对亚拉巴马州南部大克里克湖流域水文响应的影响。

Projection of land use and land cover changes based on land change modeler and integrating both land use land cover and climate change on the hydrological response of Big Creek Lake Watershed, South Alabama.

作者信息

Eva Eshita A, Marzen Luke J, Lamba Jasmeet, Ahsanullah S M, Mitra Chandana

机构信息

Department of Geography, The Ohio State University, USA; Department of Geosciences, Auburn University, USA.

Department of Geosciences, Auburn University, USA.

出版信息

J Environ Manage. 2024 Nov;370:122923. doi: 10.1016/j.jenvman.2024.122923. Epub 2024 Oct 22.

Abstract

Changing land use/land cover (LULC) and climate substantially affect the hydrological components of a watershed. This study explored the future impact of the hydrological responses due to the changing LULC and climate on the Big Creek Lake watershed in Alabama, USA, from 2021 to 2050 using the Soil and Water Assessment Tool (SWAT). Five climate model datasets were used under the moderate scenario (Representative Concentrative Pathways 4.5) and the extreme scenario (Representative Concentrative Pathways 8.5), and the datasets were downscaled and bias-corrected. In addition, changing the LULC of five categories was predicted by Cellular Automata Markov (CA- Markov). With these data combined with the elevation (Digital Elevation Model), soils, and weather data, the SWAT model was calibrated and validated for the studied watershed to quantify how climate change will affect streamflow, nitrogen, and phosphorus. Our results indicate streamflow will increase due to the 50-acre increase in urban LULC. As streamflow increases, the percolation, surface runoff, lateral flow, groundwater flow, and water yield will also increase because the streamflow impacts these hydrological components. Moreover, the increase rate in streamflow is the same for all the components for January, February, and March. Therefore, there is a strong correlation between these months. On the contrary, evaporation will be high in May, June, and July because of the increasing temperature and streamflow. However, the changes in the water hydrological parameters and total nitrogen and phosphorus will be more intense in RCP8.5 than in RCP4.5.

摘要

土地利用/土地覆盖(LULC)和气候的变化会对流域的水文要素产生重大影响。本研究利用土壤和水资源评估工具(SWAT),探讨了2021年至2050年美国阿拉巴马州大克里克湖流域LULC和气候的变化对水文响应的未来影响。在中等情景(代表性浓度路径4.5)和极端情景(代表性浓度路径8.5)下使用了五个气候模型数据集,并对这些数据集进行了降尺度和偏差校正。此外,利用元胞自动机-马尔可夫模型(CA-马尔可夫)预测了五类LULC的变化。将这些数据与海拔(数字高程模型)、土壤和气象数据相结合,对研究流域的SWAT模型进行了校准和验证,以量化气候变化将如何影响径流、氮和磷。我们的结果表明,由于城市LULC增加50英亩,径流将增加。随着径流增加,入渗、地表径流、侧向流、地下水流和产水量也将增加,因为径流会影响这些水文要素。此外,1月、2月和3月所有要素的径流增加率相同。因此,这些月份之间存在很强的相关性。相反,由于气温和径流升高,5月、6月和7月的蒸发量将很高。然而,RCP8.5情景下的水文参数以及总氮和总磷的变化将比RCP4.5情景下更为强烈。

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