中國科學(xué)院沈陽應(yīng)用生態(tài)研究所研究員（三級），博導(dǎo)，林業(yè)中心副主任。2008年9月至10月赴日本東京大學(xué)訪問；2013-2014年德國明斯特大學(xué)訪問學(xué)者；2018年美國威斯康辛大學(xué)密爾沃基分校訪問學(xué)者。兼任中國生態(tài)學(xué)會青年工作委員會副主任、國際景觀生態(tài)學(xué)會中國分會副理事長、國際城市生態(tài)學(xué)會中國分會理事、中國地理學(xué)會自然地理專業(yè)委員會委員、中國自然資源學(xué)會濕地專業(yè)委員會委員、遼寧省土地學(xué)會常務(wù)理事、遼寧省海洋學(xué)會理事和《應(yīng)用生態(tài)學(xué)報》編委等職。
通訊地址：沈陽市沈河區(qū)文化路72號?
電子郵箱：lium@iae.ac.cn? ；?lium79@163.com
教育背景? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ??
2018.07-2018.10? 美國威斯康辛大學(xué)密爾沃基分校 訪問學(xué)者
2013.10-2014.04??德國明斯特大學(xué) 訪問學(xué)者
2002.09-2007.07?中國科學(xué)院研究生院博士
1998.09-2002.07?東北師范大學(xué)學(xué)士
工作經(jīng)歷? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?
2015.12-至今? ? ???中國科學(xué)院沈陽應(yīng)用生態(tài)研究所研究員
2009.12-2015.12? ?中國科學(xué)院沈陽應(yīng)用生態(tài)研究所副研究員
2007.07-2009.12? ?中國科學(xué)院沈陽應(yīng)用生態(tài)研究所助理研究員
研究方向? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?
【1】 區(qū)域生態(tài)安全
【2】農(nóng)業(yè)面源污染
【3】生態(tài)規(guī)劃
【4】遙感大數(shù)據(jù)應(yīng)用
主持項目? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?
國家自然科學(xué)基金4項，重點研發(fā)和水專項子課題3項，地方服務(wù)類17項。
科研成果
發(fā)表SCI論文60余篇，專著1部，省部級二等獎2項（分別排名第1和第6）
研究成果簡介
????發(fā)表獨立作者專著1部；總計發(fā)表文章242篇，總被引2316次；近五年發(fā)表SCI 論文32篇，其中第一或通訊作者SCI論文24篇，含一區(qū)12篇，二區(qū)7篇；第一或通訊作者，發(fā)表中文核心期刊論文24篇。主持自然科學(xué)基金青年和面上項目4項，重點研發(fā)課題1項、重點研發(fā)子課題3項，水專項子課題1項，中科院先導(dǎo)項子課題1項，研究所長期支持重點方向項目1項，地方委托項目17項；參與自然科學(xué)基金重點項目一項（排名第二）。
? ? ?從事遙感大數(shù)據(jù)景觀格局與綜合生態(tài)環(huán)境過程監(jiān)測研究。研究內(nèi)容方向為基于遙感大數(shù)據(jù)大尺度城市三維格局快速構(gòu)建算法建立；“天空地”一體化多源遙感生態(tài)環(huán)境過程監(jiān)測評估，包括：多尺度城市格局與大氣污染過程、城市和農(nóng)業(yè)面源污染過程、多尺度濕地和鳥類生境變化監(jiān)測評估等。
? ? ?遙感大數(shù)據(jù)大尺度城市三維格局快速構(gòu)建算法建立研究：首次基于我國珞珈夜間燈光數(shù)據(jù)、POI數(shù)據(jù)和多源遙感，開發(fā)了全國尺度城市三維格局快速構(gòu)建算法，并計算完成首張全國城市三維格局一張圖，同時構(gòu)建了城市三維格局的刻畫方法，相關(guān)成果發(fā)表刊物在Landscape and urban planning（SCI一區(qū)，IF=7.96）和Applied Geography（SSCI一區(qū)，IF=3.844, 此文章他引:48），此部分研究成果已整合到中國科學(xué)技術(shù)協(xié)會和中國生態(tài)學(xué)學(xué)會主編的《景觀生態(tài)學(xué)學(xué)科技術(shù)路線圖》中，本人負責遙感大數(shù)據(jù)三維格局構(gòu)建與分析章節(jié)。
? ? ?“天空地”一體化多源遙感農(nóng)業(yè)和城市面源污染過程監(jiān)測評估：農(nóng)業(yè)面源污染方面，基于水文過程模型模擬流域面源污染產(chǎn)生過程，針對水文過程模型復(fù)雜和不能快速響應(yīng)缺點，應(yīng)用多源遙感結(jié)合氣象數(shù)據(jù)開發(fā)面源污染快速評估方法，與環(huán)保部環(huán)境衛(wèi)星應(yīng)用中心就大尺度面源污染快速監(jiān)測進行合作研究，正在開發(fā)評估系統(tǒng)。城市面源污染方面，基于實地監(jiān)測數(shù)據(jù)和過程模型分析城市面源污染及黑臭水體過程，應(yīng)用無人機多光譜、雷達和高分衛(wèi)星發(fā)展快速監(jiān)測評估算法，同時與同濟大學(xué)合作開展綠色基礎(chǔ)設(shè)施空間優(yōu)化面源污染監(jiān)測與控制研究，與中國環(huán)境科學(xué)研究院合作城市黑臭水體監(jiān)測與治理方案，合作編制地方標準《城市黑臭水體整治技術(shù)導(dǎo)則》（2020）。相關(guān)成果發(fā)表在Journal of Hydrology (SCI一區(qū), IF=5.722)、Journal of Cleaner Production (SCI一區(qū), IF=9.297) 和Science of the Total Environment (SCI一區(qū), IF=7.963, 此文章他引:62)等刊物上。
? ? ?多尺度城市格局與大氣污染過程監(jiān)測評估：全國尺度上，通過MODIS、Landsat和氣象衛(wèi)星等多源遙感手段監(jiān)測評估PM2.5和PM10大氣污染物濃度空間分布與年際變化，分析其與全國三維格局、自然及社會經(jīng)濟等相差關(guān)系。區(qū)域尺度上，多源遙感結(jié)合大氣過程模型對大氣污染過程進行監(jiān)測評估，評估大氣污染風險區(qū)；城市內(nèi)部尺度上，采用無人機立體監(jiān)測，車載移動監(jiān)測和環(huán)境監(jiān)測站點綜合監(jiān)測評估近地表大氣污染物立體分布及居民暴露風險。相關(guān)成果發(fā)表在Science of the Total Environment (SCI一區(qū)，IF=7.842)和Sustainable Cities and Society (SCI一區(qū)， IF=7.587)等刊物上，部分成果正在投稿中?；诖瞬糠盅芯砍晒c航天宏圖合作2021年獲得中國氣象科技創(chuàng)新獎一等獎“基于多源遙感大數(shù)據(jù)的天空地一體化減污降碳協(xié)同監(jiān)管 SaaS 服務(wù)”，本人排名第6。
? ? ?多源遙感多尺度濕地和鳥類生境變化監(jiān)測評估：在全國沿海尺度上，采用資源衛(wèi)星、高分衛(wèi)星、無人機及地面調(diào)查結(jié)合手段，基于云計算方法開發(fā)北方沿海灘涂濕地指示物種鹽地堿蓬提取算法，監(jiān)測多年鹽地堿蓬面積變化。在東北三江平原和松嫩平原，基于多源遙感和云計算監(jiān)測沼澤濕地多年變化情況，應(yīng)用無人機對鳥類生境進行調(diào)整，確定濕地變化對鳥類生境影響。研究成果部分納入《黑龍江省“十四五”濕地修復(fù)規(guī)劃》和《盤錦市濕地保護修復(fù)工作方案》，同時發(fā)表在Remote Sensing(SCI一區(qū)，IF=5.353)和 Science of the Total Environment (SCI一區(qū)，IF=7.842)等刊物上。
? ? ?整合“天空地”一體化多源遙感對多生態(tài)環(huán)境過程成果，獲得2020年自然資源部國土資源科學(xué)技術(shù)獎二等獎“遼寧省區(qū)域生態(tài)評估與調(diào)控技術(shù)及其應(yīng)用”本人排名第1。同時，基于研究成果積極承擔社會服務(wù)工作，包括國土空間規(guī)劃專題、國土空間生態(tài)修復(fù)、遼河口濕地變化遙感監(jiān)測、生態(tài)保護紅線劃定、 “三線一單”編制和國土空間綜合整治監(jiān)測評估等。
獲得獎勵列表：
【1】自然資源部國土資源科學(xué)技術(shù)獎二等獎1項，2020年，“遼寧省區(qū)域生態(tài)評估與調(diào)控技術(shù)及其應(yīng)用”，排名第1；
【2】中國氣象科技創(chuàng)新獎1項，“基于多源遙感大數(shù)據(jù)的天空地一體化減污降碳協(xié)同監(jiān)管SaaS服務(wù)”，排名第6；
【3】市廳級獎項3項分別排名第1（2021年）、第4和第5（2020年）。
發(fā)表論著列表：
【1】城市規(guī)劃GIS技術(shù)應(yīng)用. 2015.華中科技大學(xué)出版社. 獨立作者
【2】遼寧白石砬子國家級自然保護區(qū)生物多樣性. 2017. 遼寧科學(xué)技術(shù)出版社. 編委
【3】環(huán)黃渤海濱海帶生態(tài)環(huán)境狀況綜合調(diào)查圖集. 2019.中國環(huán)境出版集團.編委
近五年第一和通訊作者文章列表
【1】.Yu Chang, Chang Chang, Yuxiang Li, Miao Liu, et al. 2022.Predicting Dynamics of the Potential Breeding Habitat of Larus saundersi by MaxEnt Model under Changing Land-Use Conditions in Wetland Nature Reserve of Liaohe Estuary, China. Remote Sensing, 14(3), 552; https://doi.org/10.3390/rs14030552 (通訊作者) (SCI，JCRQ1，IF=5.353)
【2】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2022. Investigating the vertical distribution patterns of urban air pollution based on unmanned aerial vehicle gradient monitoring. Sustainable Cities and Society, 86 (2022) 104144. (通訊作者) （SCI，JCRQ1，IF=10.696）
【3】.Hongyan Yin, Yuanman Hu, Miao Liu, et al. 2022. Evolutions of 30-Year Spatio-Temporal Distribution and Influencing Factors of Suaeda salsa in Bohai Bay, China. Remote Sensing, 14(1), 138. https://doi.org/10.3390/rs14010138 (通訊作者) (SCI，JCRQ1，IF=5.353)
【4】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2022. Spatial distribution patterns and potential exposure risks of urban floods in Chinese megacities. Journal of Hydrology, 610, 127838. https://doi.org/10.1016/j.jhydrol.2022.127838 (通訊作者) （SCI，JCRQ1，IF=5.353）
【5】.Miao Liu, Jun Ma, Rui Zhou, et al. 2021. High-resolution mapping of mainland China’s urban floor area. Landscape and urban planning，214:104187- https://doi.org/10.1016/j.landurbplan.2021.104187.（SCI，JCRQ1，IF=7.96）
【6】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2021. Evaluating the runoff storage supply-demand structure of green infrastructure for urban flood management. Journal of Cleaner Production, 280 (2). https://doi.org/10.1016/j.jclepro.2020.124420(通訊作者) (SCI，JCRQ1，IF=9.297)
【7】.Min Zong, Yuanman, Hu Miao Liu, et al. 2021. Quantifying the Contribution of Agricultural and Urban Non- Point Source Pollutant Loads in Watershed with Urban Agglomeration. Water.13,1385. https://doi.org/10.3390/w13101385 (通訊作者) (SCI，JCRQ2，IF=3.229)
【8】.Hongyan Yin, Yuanman Hu, Miao Liu, et al. 2021. Ecological and Environmental Effects of Estuarine Wetland Loss Using Keyhole and Landsat Data in Liao River Delta, China. Remote Sensing. 13(2), 311. https://doi.org/10.3390/rs13020311 (通訊作者) (SCI，JCRQ1，IF=5.353)
【9】.Sixue Shi, Yu Chang, Guodong Wang, Zhen Li, Yuanman Hu, Miao Liu. 2020. Planning for the wetland restoration potential based on the viability of the seed bank and the land-use change trajectory in the Sanjiang Plain of China, Science of the Total Environment. https://doi.org/10.1016/j.scitotenv.2020.139208 (通訊作者) (SCI，JCRQ1，IF=7.842)?
【10】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2020. Spatial distribution characteristics of gaseous pollutants and particulate matter inside a city in the heating season of Northeast China, Sustainable Cities and Society. 2020, DOI: 10.1016/j.scs.2020.102302 (通訊作者) (SCI，JCRQ1, IF=7.587)
【11】.Wei Zhang, Miao Liu, Chunlin Li. 2020. Soil heavy metal contamination assessment in the Hun-Taizi River watershed, China. Scientific Reports, 10:8730. (通訊作者) (SCI，JCRQ1, IF=4.38)
【12】.Chunlin Li, Yanyan Xu, Miao Liu, et al. 2020. Modeling the Impact of Urban Three-Dimensional Expansion on Atmospheric Environmental Conditions in an Old Industrial District: A Case Study in Shenyang, China. Polish Journal of Environmental Studies, 29 (5): 3171-3181. (通訊作者) (SCI，JCRQ4, IF=1.699)?
【13】.Wei Zhang, Jun Ma, Miao Liu, et al. 2020. Impact of Urban Expansion on Forest Carbon Sequestration: a Study in Northeastern China, Polish Journal of Environmental Studies, 29(1): 451-461. (通訊作者) (SCI，JCRQ4, IF=1.699)
【14】.Zhen Li）, Miao Liu, Yuanman Hu, et al.2020. The spatiotemporal marshland changes and the driving forces from 1980 to 2016 in the Sanjiang Plain, Northeast China, Ecological Process. DOI: 10.1186/s13717-020- 00226-9. (通訊作者) (SCI，JCRQ2，IF=2.8492)
【15】.Tuo Shi, Yuanman Hu, Miao Liu, et al. 2020. Land use regression modelling of PM2.5 spatial variations indifferent seasons in urban areas. Science of the Total Environment, 743, 140744. (通訊作者) (SCI，JCRQ1，IF=7.842)?
【16】.Tuo Shi, Yuanman Hu, Miao Liu, et al. 2020. How Do Economic Growth, Urbanization, and Industrialization Affect Fine Particulate Matter Concentrations? An Assessment in Liaoning Province, China. International Journal of Environmental Research and Public Health, 17(9), 5411. (通訊作者) (SCI，JCRQ2，IF=3.789)?
【17】.Min Zong, Yuanman Hu, Miao Liu, et al. 2020.Effects of Landscape Pattern Change on Water Yield and Nonpoint Source Pollution in the Hun-Taizi River Watershed, China. International Journal of Environmental Research and Public Health, 17(9), 3060 (通訊作者) (SCI，JCRQ2, IF=3.789)
【18】.Tuo Shi, Miao Liu, Yuanman Hu, et al. 2019. Spatiotemporal Pattern of Fine Particulate Matter and Impact of Urban Socioeconomic Factors in China, International Journal of Environmental Research and Public Health, 16(7): 1099. (通訊作者) (SCI，JCRQ2, IF=3.789)?
【19】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2019. Characteristics of impervious surface and its effect on direct runoff: A case study in rapidly urbanized area. Water Supply, 19(7): 1885-1891. (通訊作者) (SCI，JCRQ4, IF=1.275)?
【20】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2018. Effects of urbanization on direct runoff characteristics in urban functional zones. Science of the Total Environment, 643: 301-311. (通訊作者) (SCI，JCRQ1, IF=7.842, 被引:62)?
【21】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2018. Evaluating the Hydrologic Performance of Low Impact Development Scenarios in a Micro Urban Catchment. International Journal of Environmental Research and Public Health, 15(2): 273. (通訊作者) (SCI，JCRQ2, IF=3.789)?
【22】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2018. Assessing the Impact of Urbanization on Direct Runoff Using Improved Composite CN Method in a Large Urban Area. International Journal of Environmental Research and Public Health, 15(4):775. (通訊作者) (SCI，JCRQ2, IF=3.789)?
【23】.Miao Liu, Yuanman Hu, Chunlin Li. 2017. Landscape metrics for three-dimensional urban building pattern recognition. Applied Geography, 87: 66-72.（SSCI，JCRQ1，IF=3.844, 被引:48）
【24】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2017. Modeling hydrological effects of low impact development for stormwater runoff treatment based on Storm Water Management Model. Fresenius Environmental Bulletin, 26(11): 6470-6478. (通訊作者) (SCI，JCRQ2, IF=0.498)
【25】.Wei Zhang, Fengyun Sun, Miao Liu, et al. 2017. Quantifying the Relationships of Impact Factors on Non- Point Source Pollution Using the Boosted Regression Tree Algorithm, Polish Journal of Environmental Studies, 26(1): 403-411. (通訊作者) (SCI，JCRQ4, IF=1.699)?
【26】.李迪康，劉淼，李春林，胡遠滿，王聰，劉沖. 我國城市大氣環(huán)境與周邊區(qū)域二維和三維景觀格局關(guān)系，應(yīng)用生態(tài)學(xué)報，2021，32( 5) : 1593－1602. (通訊作者) (CSCD)
【27】.于莉莉，孫立雙，劉淼，張丹華，等.基于Google Earth Engine的環(huán)渤海地區(qū)土地覆蓋分類。.應(yīng)用生態(tài)學(xué)報．31( 12) : 4091－4098 (通訊作者) (CSCD)
【28】.曲修齊, 劉淼, 李春林, 等. 生態(tài)承載力評估方法研究進展. 氣象與環(huán)境學(xué)報, 2019, 35(4): 113-119. (通訊作者) (CSCD)
【29】.張楚宜, 胡遠滿, 劉淼, 等. 景觀生態(tài)學(xué)三維格局研究進展, 應(yīng)用生態(tài)學(xué)報, 2019, 30(12): 4353－4360. (通訊作者) (CSCD)
【30】.李楨, 劉淼, 薛振山, 等. 基于 CLUE-S 模型的三江平原景觀格局變化及模擬, 應(yīng)用生態(tài)學(xué)報, 2018, 29(6): 1805-1812. (通訊作者) (CSCD)
【31】.李春林, 劉淼, 胡遠滿, 等. 基于暴雨徑流管理模型(SWMM)的海綿城市低影響開發(fā)措施控制效果模擬. 應(yīng)用生態(tài)學(xué)報, 2017, 28(8): 2405-2412. (通訊作者) (CSCD)
【32】.睢晉玲, 劉淼, 李春林, 胡等. 海綿城市規(guī)劃及景觀生態(tài)學(xué)啟示——以盤錦市遼東灣新區(qū)為例. 應(yīng)用生態(tài)學(xué)報, 2017, 28(3): 975-982. (通訊作者) (CSCD)
【33】.吳義林, 趙明華, 劉淼, 等.基于SWMM模型的沈陽典型小區(qū)非點源污染情景模擬. 生態(tài)學(xué)雜志, 2017, 36(2): 491-498. (通訊作者) (CSCD)
近五年其它SCI文章列表
【34】.Jing Yao, Miao Liu, Nina Chen, et al. 2020. Quantitative assessment of demand and supply of urban ecosystem services in different seasons: a case study on air purification in a temperate city, Landscape Ecology, https://doi.org/10.1007/s10980-020-01112-7. (SCI)
【35】.Wen Wu, Chunlin Li, Miao Liu, Yuanman Hu, Chunliang Xiu. 2020. Change of impervious surface area and its impacts on urban landscape: an example of Shenyang between 2010 and 2017, Ecosystem Health and Sustainability, 6:1, 1767511, DOI:10.1080/20964129.2020.1767511. (SCI)
【36】.Fengyun Sun, Miao Liu, Yuncai Wang, et al. 2020. The effects of 3D architectural patterns on the urban surface temperature at a neighborhood scale: Relative contributions and "> Xu Yanyan, Liu Miao, Hu Yuanman, et al. 2019. Analysis of Three-Dimensional Space Expansion Characteristics in Old Industrial Area Renewal Using GIS and Barista: A Case Study of Tiexi District, Shenyang, China. Sustainability, 11(7): 1860. (SCI)
【37】.Xiaolu Yan, Miao Liu, Jingqiu Zhong, et al. 2018. How Human Activities Affect Heavy Metal Contamination of Soil and Sediment in a Long-Term Reclaimed Area of the Liaohe River Delta, North China. Sustainability, 10 (2): 338. (SCI)
【38】.Xiaolu Yan, Yuanman Hu, Yu Chang, Danhua Zhang, Miao Liu, Jinging Guo, Baihui Ren. 2017. Monitoring Wetland Changes both Outside and Inside Reclamation Areas for Coastal Management of the Northern Liaodong Bay, China. Wetland, ,37(5): 885-897. (SCI)
【39】.Zhang DH, Hu Yuanman, Li Yuehui, Liu Miao, Zhong JQ, Zhang DH, Wu W. 2017. Introduction and Spread of an Exotic plant, Spartina alterniflora, Along Coastal Marshes of China. Wetland, 37(6): 1181-1193. (SCI)
【40】.Xiaolu Yan, Yuanman Hu, Yu Chang, Danhua Zhang, Miao Liu, Jinging Guo, Baihui Ren. 2017. Effects of Land Reclamation on Distribution of Soil Properties and Heavy Metal Concentrations, and the Associated Environmental Pollution. Polish Journal of Environmental Studies, 26(4): 1809-1823. (SCI)
【41】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2016. Modeling the Quality and Quantity of Runoff in a Highly Urbanized Catchment Using Storm Water Management Model. Polish Journal of Environmental Studies, 25(4): 1573-1581. (SCI)
【42】.Jun Ma, Rencan Bu, Miao Liu, et al. 2016. Recovery of Understory Vegetation Biomass and Biodiversity in Burned Larch Boreal Forests in Northeastern. Scandinavian Journal of Forest Research, 31(4): 382-393. (SCI)
【43】.Jiping Gong, Yuanman Hu, Miao Liu, et al. 2015. Characterization of Air Pollution Index and Its Affecting Factors in Industrial Urban Areas in Northeastern China. Journal of Environmental Studies, 24(4): 1579-1592. (SCI)?
【44】.Jun Ma, Rencang Bu, Miao Liu, et al. 2015. Ecosystem carbon storage distribution between plant and soil in different forest types in Northeastern China. Ecological Engineering, 81: 353-362. (SCI)
【45】.Chunlin Li, Miao Liu, Yuanman Hu, et al. 2014. Characterization and first flush analysis in road and roof runoff in Shenyang, China. Water Science and Technology, 70(3): 397-406. (SCI)
47.XiuFeng Cao, Miao Liu, YuFang Song, et al. 2013. Composition, Sources, and Potential Toxicology of Polycyclic Aromatic Hydrocarbons (PAHs) in Agricultural Soils in Liaoning, People’s Republic of China. Environmental Monitoring and Assessment, 185(3): 2231-2241. (SCI)?
