采用组合加权法评估中国京津冀地区光伏电站的选址适宜性

IF 3.2 2区 环境科学与生态学 Q2 ENVIRONMENTAL STUDIES Land Pub Date : 2023-12-29 DOI:10.3390/land13010040
Lijiang Liang, Zhen Chen, Shijin Chen, Xinqi Zheng
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引用次数: 0

摘要

随着光伏电站建设规模的不断扩大,投资方对选址的适宜性评估极为重视。在本研究中,我们开发了多层次评价体系,并提出了京津冀地区光伏电站选址适宜性评估的 AHP-XGBoost-GIS 综合评价模型。研究结果表明,该地区适宜区面积约为 4.88 万平方公里(占总面积的 21.59%),超过了以往的研究成果。一般适宜区所占比例最大,为 35.89%。北京和天津的适宜区相对有限,大部分集中在 "燕山-太行山 "西北侧的保定市、张家口市和承德市。"燕山-太行山 "东南侧有大量荒地,坡度较缓,有利于建设光伏电站,太阳辐射条件较好。然而,生态和经济因素限制了适宜区域,导致覆盖范围较小,包括邯郸、邢台、秦皇岛和唐山等城市。这项研究成功克服了传统主观评价方法的局限性,为区域能源分配规划和空间规划工作以及环境保护工作提供了决策支持。
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Evaluation of Site Suitability for Photovoltaic Power Plants in the Beijing–Tianjin–Hebei Region of China Using a Combined Weighting Method
As the construction of photovoltaic power plants continues to expand, investors have placed great importance on the suitability assessment of site selection. In this study, we have developed a multi-level evaluation system and proposed an AHP–XGBoost–GIS comprehensive evaluation model for assessing site suitability in the Beijing–Tianjin–Hebei region. The findings revealed that approximately 48,800 km2 (21.59% of the total area) constituted a suitable area in this region, surpassing previous research results. Generally suitable areas accounted for the largest proportion at 35.89%. Suitable areas in Beijing and Tianjin were relatively limited, with most of them concentrated in Baoding City, Zhangjiakou City, and Chengde City on the northwest side of the “Yanshan-Taihang Mountains”, where there are ample wastelands with gentle slopes conducive to constructing photovoltaic power plants southeast of the “Yanshan-Taihang Mountains”, and solar radiation conditions were better. However, ecological and economic factors restricted suitable areas resulting in smaller coverage including cities such as Handan, Xingtai, Qinhuangdao, and Tangshan, among others. This study successfully overcame limitations associated with traditional subjective evaluation methods by providing decision support for regional energy allocation planning and spatial planning efforts, as well as environmental protection endeavors.
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来源期刊
Land
Land ENVIRONMENTAL STUDIES-Nature and Landscape Conservation
CiteScore
4.90
自引率
23.10%
发文量
1927
期刊介绍: Land is an international and cross-disciplinary, peer-reviewed, open access journal of land system science, landscape, soil–sediment–water systems, urban study, land–climate interactions, water–energy–land–food (WELF) nexus, biodiversity research and health nexus, land modelling and data processing, ecosystem services, and multifunctionality and sustainability etc., published monthly online by MDPI. The International Association for Landscape Ecology (IALE), European Land-use Institute (ELI), and Landscape Institute (LI) are affiliated with Land, and their members receive a discount on the article processing charge.
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