| 10 | 0 | 9 |
| 下载次数 | 被引频次 | 阅读次数 |
在全球能源转型加速与我国“双碳”战略纵深推进的背景下,光伏项目规模化开发对区域生态环境的影响日益受到学界与决策层关注。现有研究多聚焦局地尺度的生态效应分析,尚缺乏从宏观层面系统评估光伏开发对生物多样性的综合影响及其作用机理。鉴于此,本文以中国光伏扶贫项目为准自然实验,基于2010—2024年全国2308个县域面板数据,采用多时点双重差分模型,系统识别光伏项目建设对县域生物多样性的影响效应、作用机制与多维异质性特征。研究结果表明,光伏项目建设显著提升了县域生物多样性水平,该结论在经过多重稳健性检验与内生性处理后依然稳健。异质性分析显示,光伏扶贫的生物多样性提升效应在普通区县、西部地区、非资源型县域以及暖温带半湿润、中温带半干旱气候区更为显著,而在边缘热带半湿润地区则表现为负向影响。机制检验证实,光伏项目可通过改善区域植被覆盖(NDVI显著上升)、强化环境净化效应(显著降低PM2.5与N_2O排放)双路径协同促进生物多样性提升。本文从全国县域尺度揭示了光伏开发对生物多样性的正向生态效应及其空间分异规律,研究结论可为统筹推进能源转型与生物多样性保护、实现生态效益与社会效益协同增效提供重要实证依据与政策参考。
Abstract:Against the backdrop of accelerating global energy transition and the in-depth advancement of China's “Dual Carbon” strategy, the impact of large-scale photovoltaic development on the regional ecologi?cal environment has drawn increasing attention from academia and policymakers. Existing studies mostly focus on the analysis of ecological effects at the local scale, and there is still a lack of systematic assessment of the comprehensive impact of photovoltaic development on biodiversity and its mechanism at the macro level. In view of this, this paper takes China's photovoltaic poverty alleviation projects as a quasi-natural experi?ment. Based on the panel data of 2 308 counties nationwide from 2010 to 2024, this study uses a timevarying difference-in-differences model to systematically identify the effect, mechanism and multidimensional heterogeneity of photovoltaic project construction on county-level biodiversity. The results show that photovoltaic project construction significantly improves county-level biodiversity, and this conclusion remains robust after multiple robustness tests and endogeneity treatments. Heterogeneity analysis indicates that the biodiversity enhancement effect of photovoltaic poverty alleviation is more significant in ordinary counties, western regions, non-resource-based counties, and warm temperate semi-humid and midtemperate semi-arid climate zones, while it shows a negative impact in semi-humid peripheral tropical areas. Mechanism tests confirm that photovoltaic projects can synergistically promote biodiversity improvement through two paths: enhancing regional vegetation coverage(significant increase in NDVI) and strengthening environmental purification effects(significant reduction in PM2.5 and N_2O emissions). From the national county scale, this paper reveals the positive ecological effects of photovoltaic development on biodiversity and its spatial differentiation pattern. The conclusions can provide important empirical evidence and policy refer?ences for the coordinated promotion of energy transition and biodiversity conservation, as well as the synergis?tic improvement of ecological and social benefits.
[1]於世为,胡星,何露,等.新型能源体系的内涵诠释、逻辑必然与要素解析[J].中国地质大学学报(社会科学版),2025(4).
[2]Wan,W.,X.Zhang,Z.Sun, et al.Assessing the impact of photovoltaic system construction on the green envi?ronment in China:An interpretable machine learning approach[J].Renewable Energy,2026, 256.
[3]Chen,S.,Y.Wang,X.Lu,et al.Global disparity in synergy of solar power and vegetation growth[J].Environmental Research Letters,2025(1).
[4]Wu,W.,H.Chen,C.Li,et al.Assessment of the ecological and environmental effects of large-scale photovol?taic development in desert areas[J].Scientific Reports,2024(1).
[5]韩鹏,解育才,叶林,等.光伏工程对荒漠生态系统影响的研究综述[J].应用生态学报,2025(12).
[6]Zhu,Y.,X.Chuai,X.Ji.Photovoltaic land occupation pattern analysis and comprehensive assessment of carbon emission reduction[J].Renewable Energy,2026,256.
[7]Shu,Y.,G.Q.Li,G.M.Li,et al.Soil carbon loss from building photovoltaic power stations is under 2%of their carbon reduction[J].Journal of Environmental Management,2025,395.
[8]Xia,Z.,Y.Li,W.Zhang,et al.Solar photovoltaic program helps turn deserts green in China:Evidence from sat?ellite monitoring[J].Journal of Environmental Management,2022,324.
[9]Uldrijan,D.,M.Ková?iková,A.Jakimiuk,et al.Ecological effects of preferential vegetation composition devel?oped on sites with photovoltaic power plants[J].Ecological Engineering,2021,168.
[10]张深林,吴田军,刘正国,等.高寒高海拔地区光伏电站建设的草地生态效益评估[J].草原与草坪,2025(5).
[11]Zhang,Y.,Z.Tian,B.Liu,et al.Effects of photovoltaic power station construction on terrestrial ecosystems:A meta-analysis[J].Frontiers in Ecology and Evolution,2023,11.
[12]Jarcuska,B.,M.Galffyova,R.Schnurmacher,et al.Solar parks can enhance bird diversity in agricultural land?scape[J].Journal of Environmental Management,2024,351.
[13]Szoldatits,K.E.,L.J.Walston,H.M.Hartmann,et al.Bat activity at ecovoltaic solar energy developments in the Midwestern United States[J].Global Ecology and Conservation,2025,63.
[14]Walston,L.J.,H.M.Hartmann,L.Fox,et al.Ecovoltaic solar energy development can promote grassland bird communities[J].Journal of Applied Ecology,2025(12).
[15]Smallwood,K. S. Utility-scale solar impacts to volant wildlife[J]. The Journal of Wildlife Management,2022(4).
[16]Chock,R.Y.,B.Clucas,E.K.Peterson,et al.Evaluating potential effects of solar power facilities on wildlife from an animal behavior perspective[J].Conservation Science and Practice,2020(2).
[17]Gómez-Catasús,J.,M.B.Morales,D.Giralt,et al.Solar photovoltaic energy development and biodiversity con?servation:Current knowledge and research gaps[J].Conservation Letters,2024(4).
[18]Fleming,P. A. All that glitters:Review of solar facility impacts on fauna[J]. Renewable and Sustainable Energy Reviews,2025,224.
[19]Cheng,Z.,W.Liu,J.Qiao,et al.Solar-tracking PV system shifts species composition and improves plant diver?sity by improving microhabitats in arid sandy land[J].Journal for Nature Conservation,2026,89.
[20]Xia,Z.L.,Y.J.Li,S.C.Guo,et al.Satellites reveal spatial heterogeneity in dryland photovoltaic plants’ effects on vegetation dynamics[J].Earth’s Future,2024(6).
[21]屈准,杨肃昌,赵鹏,等.青藏高原东北缘大规模光伏电站对高寒沙地植被-土壤的影响研究——以青海共和盆地为例[J].干旱区资源与环境,2024(12).
[22]Uldrijan D.,M.?erny,J.Winkler.Solar park:Opportunity or threat for vegetation and ecosystem[J].Journal of Ecological Engineering,2022(11).
[23]Bai,Z.,A. Jia,Z. Bai,et al. Photovoltaic panels have altered grassland plant biodiversity and soil microbial diversity[J].Frontiers in Microbiology,2022,13.
[24]帅争峰,雷咸道,汪常明,等.北方荒漠草原区光伏电站建设对植物多样性的影响机制研究[J].草地学报,2026(4).
[25]Robinson,S.L.,J.T.Lundholm.Ecosystem services provided by urban spontaneous vegetation[J].Urban Ecosystems,2012(3).
[26]Luo,Q.,X.Li,M.Zhang,et al.Environmental filtering effects of surrounding landscape patterns and habitat attributes on species composition and diversity of spontaneous plants in urban green spaces[J]. Journal of Environmental Management,2026,397.
[27]Liu,W.,M.Lu,J.Pinos,et al.Solar-tracking photovoltaic systems create divergent microhabitats that enhance vegetation recovery in arid sandy lands[J].Journal of Arid Environments,2026,232.
[28]Liu,Y.,R.Q.Zhang,X.R.Ma,et al.Combined ecological and economic benefits of the solar photovoltaic indus?try in arid sandy ecosystems[J].Journal of Cleaner Production,2020,262.
[29]Tews,J.,U.Brose,V.Grimm,et al.Animal species diversity driven by habitat heterogeneity/diversity:The importance of keystone structures[J].Journal of Biogeography,2004,31.
[30]Jin,H.,J.Xu,Y.Peng,et al.Impacts of landscape patterns on plant species diversity at a global scale[J].Science of the Total Environment,2023,896.
[31]Zhang,M.,S. Fan,X. Li,et al. Supporting function of vegetation in urban riparian ecological corridors for ground-dwelling faunal diversity in Beijing, China[J].Science of the Total Environment,2024,921.
[32]Li,D.Y.,G.Y.Li,B.Liu,et al.Environmental heterogeneity and multidimensional filtering decouple insect rich?ness and abundance in a montane wet-island[J].Ecological Indicators,2026,186.
[33]Wen,X.,Y. Zhou,S. Zhang,et al. Environmental filtering and species interaction shaped the phytoplankton community assembly and diversity in different regulation periods of river-type reservoir[J]. Environmental Research,2025,285.
[34]Lobell,D. B.,S. Di Tommaso,J. A. Burney. Globally ubiquitous negative effects of nitrogen dioxide on crop growth[J].Science Advances,2022(22).
[35]Nyayapathi,P.P.,S.Namuduri,S.K.Kolli.A comprehensive review of vertical profiling of ambient air qualityparticulate matter and its impacts on climatic and environmental health[J]. Air Quality, Atmosphere&Health,2025(5).
[36]Bobbink,R.,K.Hicks,J.Galloway,et al.Global assessment of nitrogen deposition effects on terrestrial plant diversity:A synthesis[J].Ecological Applications,2010(1).
[37]Liang,Y.,I.Rudik,E.Y.Zou,et al.Conservation cobenefits from air pollution regulation:Evidence from birds[J].Proceedings of the National Academy of Sciences of the United States of America,2020(49).
[38]Grunst,A.S.,M.L.Grunst,F.Fort.Contaminant-by-environment interactive effects on animal behavior in the context of global change:Evidence from avian behavioral ecotoxicology[J].Science of the Total Environment,2023,879.
[39]Ryalls,J. M. W.,J. Bishop,A. O. Mofikoya,et al. Air pollution disproportionately impairs beneficial inverte?brates:A meta-analysis[J].Nature Communications,2024(1).
[40]Chi,X.,L.Jia,Y.Wang,et al.PM2.5 exposure impairs honeybee(Apis mellifera)antennal olfactory perception and gut microbiota structure[J].Ecotoxicology and Environmental Safety,2026,310.
[41]Thimmegowda,G.G.,S.Mullen,K.Sottilare,et al.A field-based quantitative analysis of sublethal effects of air pollution on pollinators[J].Proceedings of the National Academy of Sciences,2020(34).
[42]Abel,D.,T.Holloway,M.Harkey,et al.Potential air quality benefits from increased solar photovoltaic electric?ity generation in the Eastern United States[J].Atmospheric Environment,2018,175.
[43]You,W.,C.Fang,Y.Guo,et al.Can policy achieve environmental improvement? Evidence from the whole county photovoltaic project in China[J].Energy Economics,2026,154.
[44]Zhang,H.,Y.Song,M.Zhang,et al.Ecological environmental impact assessment of photovoltaic and“photo?voltaic+” development in China[J].Renewable Energy,2025,252.
[45]Feng,Q.,B.Niu,Y.Ren,et al.A 10-m national-scale map of ground-mounted photovoltaic power stations in China of 2020[J].Scientific Data,2024(1).
[46]邓明艳.乡村振兴背景下光伏扶贫政策能否降低城乡收入差距——基于县域数据的分析[J].农业技术经济,2025(6).
[47]江鸿泽,梁平汉.扶贫政策的经济增长效应:来自光伏产业扶贫的证据[J].数量经济技术经济研究,2024(10).
[48]Wang,Y.,W.Wu,H.Guo,et al.Spatiotemporal variations and correlation factors of species habitat appropriate?ness in China from a satellite-based perspective[J].Ecological Indicators,2023,151.
[49]Radeloff,V.C.,M.Dubinin,N.C.Coops,et al.The Dynamic Habitat Indices(DHIs)from MODIS and global biodiversity[J].Remote Sensing of Environment,2019,222.
[50]Hobi,M.L.,M.Dubinin,C.H.Graham,et al.A comparison of Dynamic Habitat Indices derived from different MODIS products as predictors of avian species richness[J].Remote Sensing of Environment,2017,195.
[51]Suttidate,N.,M.L.Hobi,A.M.Pidgeon,et al.Tropical bird species richness is strongly associated with pat?terns of primary productivity captured by the Dynamic Habitat Indices[J].Remote Sensing of Environment,2019,232.
[52]段昊玮,杨莹莹,万华伟,等.中国陆地生态系统动态生境指数格局及时空动态分析[J].生态学报,2026(2).
[53]Hobi,M.L.,L.S.Farwell,M.Dubinin,et al.Patterns of bird species richness explained by annual variation in remotely sensed Dynamic Habitat Indices[J].Ecological Indicators,2021,127.
[54]Liu,D.,E.M.O.Silveira,E.Razenkova,et al.Global dynamic habitat indices(DHIs)based on MODIS and VIIRS vegetation products[J].Remote Sensing of Environment,2026,332.
[55]Souza Oliveira,M.,C.Préau,S.Alleaume,et al.Modelling species distributions using remote sensing predic?tors:Comparing dynamic habitat index and LULC[J].Ecological Indicators,2025,179.
[56]Silveira,E.M.O.,A.M.Pidgeon,L.S.Farwell,et al.Multi-grain habitat models that combine satellite sensors with different resolutions explain bird species richness patterns best[J]. Remote Sensing of Environment,2023,295.
[57]黄炜,张子尧,刘安然.从双重差分法到事件研究法[J].产业经济评论,2022(2).
[58]Sun,L.,S. Abraham. Estimating dynamic treatment effects in event studies with heterogeneous treatment effects[J].Journal of Econometrics,2021(2).
[59]杨冕,谢泽宇,杨福霞.省界毗邻地区绿色发展路径探索:来自革命老区振兴的启示[J].世界经济,2022(8).
[60]Ibragimov,R.,U.K.Müller.Inference with few heterogeneous clusters[J].The Review of Economics and Statistics,2016(1).
基本信息:
DOI:10.16493/j.cnki.42-1627/c.20260601.001
中图分类号:X176;F426.61
引用信息:
[1]张明,李丽萍,王文文.“双碳”目标下光伏项目建设的生物多样性效应研究——来自全国县域面板数据的经验证据[J].中国地质大学学报(社会科学版)().DOI:10.16493/j.cnki.42-1627/c.20260601.001.
基金信息:
国家自然科学基金项目“自媒体视域下公众参与大气污染治理机理及保障机制研究”(72174195); 江苏高校哲学社会科学研究重大项目“数字技术赋能减污降碳协同增效的驱动机制及提升策略研究”(2024SJZD064)
2026-06-01
2026-06-01
2026-06-01