| 179 | 0 | 77 |
| 下载次数 | 被引频次 | 阅读次数 |
【目的】湖泊是气候变化的指示器,湖泊表面水温影响湖泊物理化学过程与生态系统。深入研究湖泊表面水温空间分布特征,即湖温异质性,对揭示湖泊系统对气候变化响应的空间差异性具有重要意义。【方法】首先系统阐述湖泊表面水温异质性研究的必要性;其次,全面梳理可用于湖温异质性分析的数据来源;再次,从湖泊深度、气候要素和入湖径流三个关键维度深入探讨其对湖温异质性形成的影响机制;最后,对未来湖温异质性研究的发展方向进行展望。【结果】湖内表面水温存在温差,证实了开展湖温异质性特征分析的必要性。目前,湖温异质性研究主要依赖遥感数据提取和数值模拟两种数据获取方式。湖泊深度通过调控热力分层和热容量从而造成湖温异质性,湖泊上空气候要素的空间异质性同样会对湖温分布格局产生重要影响,而入湖径流与湖泊水体的温差效应会导致局部区域出现异常低温或高温现象,进而加剧湖温异质性。【结论】未来湖温异质性研究应重点量化入湖径流对湖温的影响范围,并建立各影响因素与湖温异质性之间的定量关系。通过解析湖温异质性特征,可以进一步反演流域尺度的水文气象条件,为区域气候变化下湖泊响应研究提供科学依据。
Abstract:[Objective]Lakes serve as indicators of climate change, with lake surface water temperature(LSWT) significantly influencing their physical-chemical processes and ecosystems. The spatial distribution characteristics of LSWT, referred to as lake temperature heterogeneity, are of great significance for understanding the spatial variability in lake responses to climate change.[Methods]The necessity of researching LSWT heterogeneity is first systematically elaborated. The data sources available for analyzing LSWT heterogeneity are then comprehensively reviewed. Furthermore, the mechanisms influencing LSWT heterogeneity are explored from three key dimensions: lake depth, climatic factors, and inflow rivers. Finally, an outlook on future research directions for LSWT heterogeneity is provided.[Results]Significant spatial variations in LSWT within lakes are identified, confirming the necessity of analyzing LSWT heterogeneity. Research on LSWT heterogeneity is currently conducted primarily through remote sensing data extraction and numerical modeling. Lake depth is found to regulate thermal stratification and heat capacity, leading to LSWT heterogeneity. The spatial variability of climatic factors above the lake is also demonstrated to significantly influence the distribution patterns of LSWT. Additionally, the temperature difference between inflow rivers and lake water is observed to cause localized anomalies of low or high temperatures, further intensifying LSWT heterogeneity.[Conclusion]Future research on LSWT heterogeneity is suggested to focus on quantifying the impact range of inflow rivers on LSWT and establishing quantitative relationships between influencing factors and LSWT heterogeneity. Through the analysis of LSWT heterogeneity characteristics, basin-scale hydrometeorological conditions can be inferred, providing scientific support for studying lake responses to regional climate change.
[1] YANG Y Y,SONG W J,LIN H,et al.Antibiotics and antibiotic resistance genes in global lakes:A review and meta-analysis [J].Environment international,2018,116:60-73.
[2] NAKAYAMA T,WATANABE M.Role of flood storage ability of lakes in the Changjiang River catchment [J].Global and Planetary Change,2008,63(1):9-22.
[3] WU J F,LIU Z Y,YAO H X,et al.Impacts of reservoir operations on multi-scale correlations between hydrological drought and meteorological drought [J].Journal of Hydrology,2018,563:726-736.
[4] KLERX J,IMANACKUNOV B.Lake Issyk-Kul:Its Natural Environment [M].Dordrecht:Springer Science & Business Media,2002.
[5] ADRIAN R,O’REILLY C M,ZAGARESE H,et al.Lakes as sentinels of climate change [J].Limnology and Oceanography,2009,54(6):2283-2297.
[6] WILLIAMSON C E,SAROS J E,SCHINDLER D W.Sentinels of change [J].Science,2009,323(5916):887-888.
[7] WAN W,LI H,XIE H J,et al.A comprehensive data set of lake surface water temperature over the Tibetan Plateau derived from MODIS LST products 2001—2015 [J].Scientific Data,2017,4(1):1-10.
[8] JENSEN O P,BENSON B J,MAGNUSON J J,et al.Spatial analysis of ice phenology trends across the Laurentian Great Lakes region during a recent warming period [J].Limnology and Oceanography,2007,52(5):2013-2026.
[9] MAGNUSON J J,ROBERTSON D M,BENSON B J,et al.Historical trends in lake and river ice cover in the Northern Hemisphere [J].Science,2000,289(5485):1743-1746.
[10] WOOLWAY R I,KRAEMER B M,LENTERS J D,et al.Global lake responses to climate change [J].Nature Reviews Earth & Environment,2020,1(8):388-403.
[11] WANG S Y,HE Y L,HU S Y,et al.Enhanced warming in global dryland lakes and its drivers [J].Remote Sensing,2021,14(1):86.
[12] O’REILLY C M,SHARMA S,GRAY D K,et al.Rapid and highly variable warming of lake surface waters around the globe [J].Geophysical Research Letters,2015,42(24):10773-10781.
[13] WANG X W,SHI K,ZHANG Y L,et al.Climate change drives rapid warming and increasing heatwaves of lakes [J].Science Bulletin,2023,68(14):1574-1584.
[14] WANG W,LEE X H,XIAO W,et al.Global lake evaporation accelerated by changes in surface energy allocation in a warmer climate [J].Nature Geoscience,2018,11(6):410-414.
[15] TONG Y,FENG L,WANG X C,et al.Global lakes are warming slower than surface air temperature due to accelerated evaporation [J].Nature Water,2023,1(11):929-940.
[16] YAO F F,LIVNEH B,RAJAGOPALAN B,et al.Satellites reveal widespread decline in global lake water storage [J].Science,2023,380(6646):743-749.
[17] LUO S X,SONG C Q,KE L H,et al.Satellite laser altimetry reveals a net water mass gain in global lakes with spatial heterogeneity in the early 21st century [J].Geophysical Research Letters,2022,49(3):e2021GL096676.
[18] LUO S X,SONG C Q,ZHAN P F,et al.Refined estimation of lake water level and storage changes on the Tibetan Plateau from ICESat/ICESat-2 [J].Catena,2021,200:105177.
[19] SMITH L C,SHENG Y W,MACDONALD G M,et al.Disappearing Arctic lakes [J].Science,2005,308(5727):1429-1429.
[20] ZHANG G Q,YAO T D,SHUM C K,et al.Lake volume and groundwater storage variations in Tibetan Plateau’s endorheic basin [J].Geophysical Research Letters,2017,44(11):5550-5560.
[21] WOOLWAY R I.The pace of shifting seasons in lakes [J].Nature Communications,2023,14(1):2101.
[22] 赵乐凡,杨振京,马荣,等.内蒙古高原浑善达克沙地典型湖泊萎缩机制[J].南水北调与水利科技(中英文),2023,21(5):907-916.ZHAO L F,YANG Z J,MA R,et al.The shrinking mechanism of typical lakes in Hunshandake Sandy Land of Inner Mongolia Plateau[J].South-to-North Water Transfers and Water Science & Technology,2023,21(5):907-916.
[23] SHARMA S,GRAY D K,READ J S,et al.A global database of lake surface temperatures collected by in situ and satellite methods from 1985—2009 [J].Scientific Data,2015,2(1):1-19.
[24] HESSELSCHWERDT J,WANTZEN K M.Global warming may lower thermal barriers against invasive species in freshwater ecosystems-A study from Lake Constance [J].Science of the Total Environment,2018,645:44-50.
[25] DOKULIL M T,DE EYTO E,MABERLY S C,et al.Increasing maximum lake surface temperature under climate change [J].Climatic Change,2021,165(3/4):56.
[26] ZHANG G Q,YAO T D,XIE H J,et al.Response of Tibetan Plateau lakes to climate change:Trends,patterns,and mechanisms [J].Earth-Science Reviews,2020,208:103269.
[27] YANG K,YU Z Y,LUO Y.Analysis on driving factors of lake surface water temperature for major lakes in Yunnan-Guizhou Plateau [J].Water Research,2020,184:116018.
[28] WOOLWAY R I,JENNINGS E,CARREA L.Impact of the 2018 European heatwave on lake surface water temperature [J].Inland Waters,2020,10(3):322-332.
[29] YANG K,YU Z Y,LUO Y,et al.Spatial-temporal variation of lake surface water temperature and its driving factors in Yunnan-Guizhou Plateau [J].Water Resources Research,2019,55(6):4688-4703.
[30] WRIGHT D M,POSSELT D J,STEINER A L.Sensitivity of lake-effect snowfall to lake ice cover and temperature in the Great Lakes region [J].Monthly Weather Review,2013,141(2):670-689.
[31] WOOLWAY R I,MABERLY S C,JONES I D,et al.A novel method for estimating the onset of thermal stratification in lakes from surface water measurements [J].Water Resources Research,2014,50(6):5131-5140.
[32] STEFAN H G,HONDZO M,FANG X,et al.Simulated long term temperature and dissolved oxygen characteristics of lakes in the north-central United States and associated fish habitat limits [J].Limnology and Oceanography,1996,41(5):1124-1135.
[33] READ J S,WINSLOW L A,HANSEN G J A,et al.Simulating 2368 temperate lakes reveals weak coherence in stratification phenology [J].Ecological Modelling,2014,291:142-150.
[34] 张运林.气候变暖对湖泊热力及溶解氧分层影响研究进展 [J].水科学进展,2015,26(1):130-139.ZHANG Y L.Effect of climate warming on lake thermal and dissolved oxygen stratifications:A review [J].Advances in Water Science,2015,26(1):130-139.
[35] YAN F P,SILLANPAA M,KANG S C,et al.Lakes on the Tibetan Plateau as conduits of greenhouse gases to the atmosphere [J].Journal of Geophysical Research-Biogeosciences,2018,123(7):2091-2103.
[36] JANE S F,HANSEN G J A,KRAEMER B M,et al.Widespread deoxygenation of temperate lakes [J].Nature,2021,594(7861):66-70.
[37] O’REILLY C M,ALIN S R,PLISNIER P-D,et al.Climate change decreases aquatic ecosystem productivity of Lake Tanganyika,Africa [J].Nature,2003,424(6950):766-768.
[38] HAMPTON S E,IZMEST’EVA L R,MOORE M V,et al.Sixty years of environmental change in the world’s largest freshwater lake-Lake Baikal,Siberia [J].Global Change Biology,2008,14(8):1947-1958.
[39] TILL A,RYPEL A L,BRAY A,et al.Fish die-offs are concurrent with thermal extremes in north temperate lakes [J].Nature Climate Change,2019,9(8):637-641.
[40] SCHNEIDER P,HOOK S J.Space observations of inland water bodies show rapid surface warming since 1985 [J].Geophysical Research Letters,2010,37(22):L22405.
[41] MABERLY S C,O’DONNELL R A,WOOLWAY R I,et al.Global lake thermal regions shift under climate change [J].Nature Communications,2020,11(1):1232.
[42] ZHANG G Q,YAO T D,XIE H J,et al.Estimating surface temperature changes of lakes in the Tibetan Plateau using MODIS LST data [J].Journal of Geophysical Research:Atmospheres,2014,119(14):8552-8567.
[43] HUANG Y,LIU H X,HINKEL K,et al.Analysis of thermal structure of Arctic lakes at local and regional scales using in situ and multidate Landsat-8 data [J].Water Resources Research,2017,53(11):9642-9658.
[44] KE L H,SONG C Q.Remotely sensed surface temperature variation of an inland saline lake over the central Qinghai-Tibet Plateau [J].ISPRS Journal of Photogrammetry and Remote Sensing,2014,98:157-167.
[45] HINKEL K M,LENTERS J D,SHENG Y W,et al.Thermokarst lakes on the Arctic coastal plain of Alaska:Spatial and temporal variability in summer water temperature [J].Permafrost and Periglacial Processes,2012,23(3):207-217.
[46] MASON L A,RISENG C M,GRONEWOLD A D,et al.Fine-scale spatial variation in ice cover and surface temperature trends across the surface of the Laurentian Great Lakes [J].Climatic Change,2016,138:71-83.
[47] 王敏.基于MODIS的全球典型湖泊温度格局遥感分析 [D].长春:吉林师范大学,2017.WANG M.Remote Sensing Analysis of Global Typical Lakes Temperature Pattern based on MODIS [D].Changchun:Jilin Normal University,2017.
[48] YANG K,YU Z Y,LUO Y,et al.Spatial-temporal variation of lake surface water temperature and its driving factors in Yunnan-Guizhou Plateau [J].Water Resources Research,2019,55(6):4688-4703.
[49] HULLEY G C,HOOK S J,SCHNEIDER P.Optimized split-window coefficients for deriving surface temperatures from inland water bodies [J].Remote Sensing of Environment,2011,115(12):3758-3769.
[50] XIE C,ZHANG X,ZHUANG L,et al.Analysis of surface temperature variation of lakes in China using MODIS land surface temperature data [J].Scientific Reports,2022,12(1):2415.
[51] MERCHANT C,MACCALLUM S.Lake Surface Water Temperature ARC-Lake v3 (1995—2012)[DB/OL].(2018-01-01)[2025-02-08].https://doi.org/10.17864/1947.186.
[52] CARREA L,MERCHANT C J.GloboLakes:Lake Surface Water Temperature (LSWT) v4.0 (1995—2016)[DB/OL].(2019-03-29)[2025-02-08].https://dx.doi.org/10.5285/76a29c5b55204b66a40308fc2ba9cdb3.
[53] CARREA L.Copernicus Global Land Operations “Cryosphere and Water” [R].Reading,United Kingdom:University of Reading,2020.
[54] CARREA L,CRETAUX J F,LIU X H,et al.Satellite-derived multivariate world-wide lake physical variable timeseries for climate studies [J].Scientific Data,2023,10(1):30.
[55] HENDERSONSELLERS B.New formulation of eddy diffusion thermocline models [J].Applied Mathematical Modelling,1985,9(6):441-446.
[56] HOSTETLER S W,BARTLEIN P J.Simulation of lake evaporation with application to modeling lake level variations of Harney-Malheur Lake,Oregon [J].Water Resources Research,1990,26(10):2603-2612.
[57] SUBIN Z M,RILEY W J,MIRONOV D.An improved lake model for climate simulations:Model structure,evaluation,and sensitivity analyses in CESM1 [J].Journal of Advances in Modeling Earth Systems,2012,4(1):M02001.
[58] GU H P,JIN J M,WU Y H,et al.Calibration and validation of lake surface temperature simulations with the coupled WRF-lake model [J].Climatic Change,2015,129:471-483.
[59] GULA J,PELTIER W R.Dynamical Downscaling over the Great Lakes Basin of North America Using the WRF Regional Climate Model [R].Toronto:Department of Physics,University of Toronto,2011.
[60] LAYDEN A,MACCALLUM S N,MERCHANT C J.Determining lake surface water temperatures worldwide using a tuned one-dimensional lake model (FLake,v1) [J].Geoscientific Model Development,2016,9(6):2167-2189.
[61] ROONEY G G,JONES I D.Coupling the 1-D lake model FLake to the community land-surface model JULES [J].Boreal Environment Research,2010,15(5):501-512.
[62] BALSAMO G,SALGADO R,DUTRA E,et al.On the contribution of lakes in predicting near-surface temperature in a global weather forecasting model [J].Tellus A:Dynamic Meteorology and Oceanography,2012,64(1):15829.
[63] ZHONG Y F,NOTARO M,VAVRUS S J.Spatially variable warming of the Laurentian Great Lakes:an interaction of bathymetry and climate [J].Climate Dynamics,2019,52:5833-5848.
[64] ZHOU J,LEAVITT P R,ROSE K C,et al.Controls of thermal response of temperate lakes to atmospheric warming [J].Nature Communications,2023,14(1):6503-6503.
[65] ZHONG Y F,NOTARO M,VAVRUS S J,et al.Recent accelerated warming of the Laurentian Great Lakes:Physical drivers [J].Limnology and Oceanography,2016,61(5):1762-1786.
[66] 胡春宏,马巍,杨智,等.云南深水型高原湖泊水生态系统演变与保护研究[J].水利发展研究,2025,25(8):1-11.HU Chunhong,MA Wei,YANG Zhi,et al.Research on the evolution and protection of water ecosystems in deep-water plateau lakes in Yunnan Province[J].Water Resources Development Research,2025,25(8):1-11.
[67] YANG K,ZHANG Y,LUO Y,et al.Precipitation events impact on urban lake surface water temperature under the perspective of macroscopic scale [J].Environmental Science and Pollution Research,2021,28:16767-16780.
[68] TITZE D J,AUSTIN J A.Winter thermal structure of Lake Superior [J].Limnology and Oceanography,2014,59(4):1336-1348.
[69] PICCOLROAZ S,TOFFOLON M,MAJONE B.The role of stratification on lakes’ thermal response:The case of Lake Superior [J].Water Resources Research,2015,51(10):7878-7894.
[70] WOOLWAY R I,MERCHANT C J.Intralake heterogeneity of thermal responses to climate change:A study of large Northern Hemisphere lakes [J].Journal of Geophysical Research:Atmospheres,2018,123(6):3087-3098.
[71] PILLA R M,WILLIAMSON C E,ADAMOVICH B V,et al.Deeper waters are changing less consistently than surface waters in a global analysis of 102 lakes [J].Scientific Reports,2020,10(1):20514.
[72] WOOLWAY R I,JENNINGS E,SHATWELL T,et al.Lake heatwaves under climate change [J].Nature,2021,589(7842):402-407.
[73] SCHMID M,KöSTER O.Excess warming of a Central European lake driven by solar brightening [J].Water Resources Research,2016,52(10):8103-8116.
[74] HUANG A N,RAO Y R,ZHANG W T.On recent trends in atmospheric and limnological variables in Lake Ontario [J].Journal of Climate,2012,25(17):5807-5816.
[75] WOOLWAY R I,MERCHANT C J.Worldwide alteration of lake mixing regimes in response to climate change [J].Nature Geoscience,2019,12(4):271-276.
[76] SHI Y,HUANG A N,MA W Q,et al.Drivers of warming in Lake Nam Co on Tibetan Plateau over the past 40 years [J].Journal of Geophysical Research-Atmospheres,2022,127(16):e2021J D036320.
[77] YANG K,ZHANG Y,LUO Y,et al.Precipitation events impact on urban lake surface water temperature under the perspective of macroscopic scale [J].Environmental Science and Pollution Research,2021,28(13):16767-16780.
[78] BELETSKY D,SAYLOR J H,SCHWAB D J.Mean circulation in the Great Lakes [J].Journal of Great Lakes Research,1999,25(1):78-93.
基本信息:
DOI:10.13928/j.cnki.wrahe.2025.12.010
中图分类号:P343.3
引用信息:
[1]杜冰清,王磊.湖泊表面水温异质性研究进展[J].水利水电技术(中英文),2025,56(12):127-137.DOI:10.13928/j.cnki.wrahe.2025.12.010.
基金信息:
第二次青藏高原综合科学考察研究(2024QZKK0400); 国家自然科学基金项目(41988101)