基于SWAT模型的巖溶流域形態(tài)刻畫及水文模擬
發(fā)布時間:2021-01-07 04:47
巖溶是一種起源于碳酸鹽巖與酸性大氣降水發(fā)生溶解侵蝕而形成的一種特殊地質(zhì)現(xiàn)象。巖溶地貌占全球陸地面積的712%,世界上超過25%的人口依賴于巖溶含水層。然而,無論是在地理信息系統(tǒng)領(lǐng)域,還是在巖溶水資源的有限元建模方面,很少有關(guān)于計算技術(shù)應(yīng)用方面的研究。這可能主要是由于巖溶介質(zhì)不均一性強、地質(zhì)結(jié)構(gòu)復(fù)雜,致使其建模難度大。另一個問題是,對巖溶結(jié)構(gòu)特征的刻畫和認識還不夠充分,一般將其視為其他沉積地層。這導致了一些環(huán)境和基礎(chǔ)設(shè)施的破壞,以及巨大的經(jīng)濟損失。盡管存在這些挑戰(zhàn),但在過去十年中仍有一些成功的案例研究。但是,目前還沒有關(guān)于如何在巖溶環(huán)境中進行標準化水文建模的研究。此外,巖溶環(huán)境需要對其潛在的非均質(zhì)性和對環(huán)境風險的敏感性進行特殊處理。正是為了滿足這些需求,本文旨在提高對巖溶流域水文過程和可持續(xù)水資源管理的理解與認識。本文的研究工作概述了一些重要的研究問題,并著手系統(tǒng)地回答它們,目的是開發(fā)一種標準化的方法來模擬巖溶流域的水文過程。這些問題是:(1)巖溶流域與非巖溶流域有何不同?(2)巖溶特征對流域排泄系統(tǒng)有何影響?(3)流域內(nèi)主要巖溶特征對流量的體積貢獻是多少?這些特征...
【文章來源】:中國地質(zhì)大學湖北省 211工程院校 教育部直屬院校
【文章頁數(shù)】:183 頁
【學位級別】:博士
【文章目錄】:
CURRICULUM VITAE
PUBLICATIONS
摘要
abstract
CHAPTER 1 INTRODUCTION
1.0 GENERAL BACKGROUND
1.1 KARST WATER RESOURCES
1.2 KARST GROUNDWATER: IMPORTANCE AND CHALLENGES
1.3 GEOGRAPHIC INFORMATION SYSTEMS (GIS) AND REMOTE SENSING (RS)
1.3.1 IN-SITU HYDROGEOLOGICAL METHODS VS. REMOTE SENSING AND GIS
1.3.2 REMOTE SENSING AND GIS IN KARST HYDROGEOLOGY
1.3.2.1 Mapping Groundwater Preferential Flow Path
1.3.2.2 Karst Groundwater Prospecting: Mapping and Geostatistical Interpolation
1.3.2.3 Rainfall-Runoff Modelling
1.4 HYDROLOGICAL MODELS
1.5 CLIMATE AND GEOLOGICAL SETTING OF STUDY AREA
1.6 RESEARCH QUESTIONS
1.7 RESEARCH OBJECTIVES
1.8 RESEARCH SIGNIFICANCE
1.9 RESEARCH LIMITATIONS
CHAPTER 2 WATERSHED MORPHOMETRIC CHARACTERIZATION AND MAPPINGUSING GIS AND REMOTE SENSING
2.1 KARST WATERSHED CHARACTERIZATION
2.2 KARST IN CHINA AND WATER RESOURCES DEVELOPMENT
2.2.1 GIS and Remote Sensing for Karst Morphometric Characterization
2.2.2 Study Area
2.3 MATERIALS AND METHODS
2.3.1 Topographic Characterization
2.3.2 Hydrographic Characterization
2.3.3 Geomorphic Characterization
2.4 RESULTS AND DISCUSSION
2.4.1 Topographic Analysis
2.4.2 Hydrographic Analysis
2.5 GEOMORPHIC ANALYSIS
2.6 CONCLUSION
CHAPTER 3 HYDROGRAPH RECESSION ANALYSIS AND COMPONENTS SEPARATION
3.1 INTRODUCTION
3.2 RECESSION CURVE ANALYSIS
3.3 DATA AND METHODS
3.4 STREAMFLOW DATA
3.5 RESULTS AND DISCUSSION
3.5.1 Calculation of Recession Coefficients (α)
3.5.2 ecession Coefficient Statistics
3.6 STREAMFLOW COMPONENT SEPARATION
3.7 Implications on Groundwater Availability and Quality in Karst Areas
3.8 CONCLUSION
CHAPTER 4 HYDROLOGICAL MODELLING USING SOIL AND WATER ASSESSMENTTOOL (SWAT)
4.1 INTRODUCTION
4.2 RESEARCH PREMISE FOR APPLICATION OF UNMODIFIED SWAT MODEL IN KARSTIFIED CATCHMENT
4.3 MATERIALS AND METHODS
4.3.1 SWAT Model Description
4.4 PROPOSED METHODOLOGY FOR KARST WATERSHED MODELLING
4.4.1 Karst Survey and Tracer Test
4.5 SWAT MODEL SETUP
4.5.1 Topographic Data
4.5.2 Land-Use/Landcover Data
4.5.3 Soil Data
4.5.4 Weather Data
4.5.5 Stream Discharge Data
4.6 MODEL EFFICIENCY EVALUATION
4.6.1 Coefficient of Determination (R2)
4.6.2 Nash–Sutcliffe Efficiency (NSE)
4.6.3 Calibration and Validation
4.6.4 Global Sensitivity Analysis
4.7 PRECIPITATION-DISCHARGE DATA ANALYSIS
4.8 GENERATING HYDROLOGICAL RESPONSE UNITS
4.9 RESULTS AND DISCUSSION
4.9.1 Model Simulation
4.9.2 Water Balance Components
4.10 STREAM FLOW FORECAST
4.11 CONCLUSION
CHAPTER 5 GENERAL CONCLUSION, RECOMMENDATIONS AND FUTURE RESEARCH
5.1 GENERAL CONCLUSION
5.2 RECOMMENDATIONS
5.3 FUTURE RESEARCH
ACKNOWLEDGEMENT
BIBLIOGRAPHY
APPENDIX A: MODEL DATA AND RESULTS
【參考文獻】:
期刊論文
[1]Surface Flood and Underground Flood in Xiangxi River Karst Basin: Characteristics, Models, and Comparisons[J]. Mingming Luo,Zhihua Chen,Dechao Yin,Hamza Jakada,He Huang,Hong Zhou,Tao Wang. Journal of Earth Science. 2016(01)
[2]SWAT在干旱半干旱地區(qū)的應(yīng)用——以窟野河流域為例[J]. 程磊,徐宗學,羅睿,米艷嬌. 地理研究. 2009(01)
本文編號:2961941
【文章來源】:中國地質(zhì)大學湖北省 211工程院校 教育部直屬院校
【文章頁數(shù)】:183 頁
【學位級別】:博士
【文章目錄】:
CURRICULUM VITAE
PUBLICATIONS
摘要
abstract
CHAPTER 1 INTRODUCTION
1.0 GENERAL BACKGROUND
1.1 KARST WATER RESOURCES
1.2 KARST GROUNDWATER: IMPORTANCE AND CHALLENGES
1.3 GEOGRAPHIC INFORMATION SYSTEMS (GIS) AND REMOTE SENSING (RS)
1.3.1 IN-SITU HYDROGEOLOGICAL METHODS VS. REMOTE SENSING AND GIS
1.3.2 REMOTE SENSING AND GIS IN KARST HYDROGEOLOGY
1.3.2.1 Mapping Groundwater Preferential Flow Path
1.3.2.2 Karst Groundwater Prospecting: Mapping and Geostatistical Interpolation
1.3.2.3 Rainfall-Runoff Modelling
1.4 HYDROLOGICAL MODELS
1.5 CLIMATE AND GEOLOGICAL SETTING OF STUDY AREA
1.6 RESEARCH QUESTIONS
1.7 RESEARCH OBJECTIVES
1.8 RESEARCH SIGNIFICANCE
1.9 RESEARCH LIMITATIONS
CHAPTER 2 WATERSHED MORPHOMETRIC CHARACTERIZATION AND MAPPINGUSING GIS AND REMOTE SENSING
2.1 KARST WATERSHED CHARACTERIZATION
2.2 KARST IN CHINA AND WATER RESOURCES DEVELOPMENT
2.2.1 GIS and Remote Sensing for Karst Morphometric Characterization
2.2.2 Study Area
2.3 MATERIALS AND METHODS
2.3.1 Topographic Characterization
2.3.2 Hydrographic Characterization
2.3.3 Geomorphic Characterization
2.4 RESULTS AND DISCUSSION
2.4.1 Topographic Analysis
2.4.2 Hydrographic Analysis
2.5 GEOMORPHIC ANALYSIS
2.6 CONCLUSION
CHAPTER 3 HYDROGRAPH RECESSION ANALYSIS AND COMPONENTS SEPARATION
3.1 INTRODUCTION
3.2 RECESSION CURVE ANALYSIS
3.3 DATA AND METHODS
3.4 STREAMFLOW DATA
3.5 RESULTS AND DISCUSSION
3.5.1 Calculation of Recession Coefficients (α)
3.5.2 ecession Coefficient Statistics
3.6 STREAMFLOW COMPONENT SEPARATION
3.7 Implications on Groundwater Availability and Quality in Karst Areas
3.8 CONCLUSION
CHAPTER 4 HYDROLOGICAL MODELLING USING SOIL AND WATER ASSESSMENTTOOL (SWAT)
4.1 INTRODUCTION
4.2 RESEARCH PREMISE FOR APPLICATION OF UNMODIFIED SWAT MODEL IN KARSTIFIED CATCHMENT
4.3 MATERIALS AND METHODS
4.3.1 SWAT Model Description
4.4 PROPOSED METHODOLOGY FOR KARST WATERSHED MODELLING
4.4.1 Karst Survey and Tracer Test
4.5 SWAT MODEL SETUP
4.5.1 Topographic Data
4.5.2 Land-Use/Landcover Data
4.5.3 Soil Data
4.5.4 Weather Data
4.5.5 Stream Discharge Data
4.6 MODEL EFFICIENCY EVALUATION
4.6.1 Coefficient of Determination (R2)
4.6.2 Nash–Sutcliffe Efficiency (NSE)
4.6.3 Calibration and Validation
4.6.4 Global Sensitivity Analysis
4.7 PRECIPITATION-DISCHARGE DATA ANALYSIS
4.8 GENERATING HYDROLOGICAL RESPONSE UNITS
4.9 RESULTS AND DISCUSSION
4.9.1 Model Simulation
4.9.2 Water Balance Components
4.10 STREAM FLOW FORECAST
4.11 CONCLUSION
CHAPTER 5 GENERAL CONCLUSION, RECOMMENDATIONS AND FUTURE RESEARCH
5.1 GENERAL CONCLUSION
5.2 RECOMMENDATIONS
5.3 FUTURE RESEARCH
ACKNOWLEDGEMENT
BIBLIOGRAPHY
APPENDIX A: MODEL DATA AND RESULTS
【參考文獻】:
期刊論文
[1]Surface Flood and Underground Flood in Xiangxi River Karst Basin: Characteristics, Models, and Comparisons[J]. Mingming Luo,Zhihua Chen,Dechao Yin,Hamza Jakada,He Huang,Hong Zhou,Tao Wang. Journal of Earth Science. 2016(01)
[2]SWAT在干旱半干旱地區(qū)的應(yīng)用——以窟野河流域為例[J]. 程磊,徐宗學,羅睿,米艷嬌. 地理研究. 2009(01)
本文編號:2961941
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