1 |
WADA Y, FL?RKE M, HANASAKI N, et al. Modeling global water use for the 21st century: the Water Futures and Solutions (WFaS) initiative and its approaches [J]. Geoscientific Model Development, 2016, 9(1): 175-222.
|
2 |
FL?RKE M, KYNAST E, B?RLUND I, et al. Domestic and industrial water uses of the past 60 years as a mirror of socio-economic development: a global simulation study [J]. Global Environmental Change, 2013, 23(1): 144-156.
|
3 |
SHIKLOMANOV I A. Appraisal and assessment of world water resources [J]. Water International, 2000, 25(1): 11-32.
|
4 |
V?R?SMARTY C J, GREEN P, SALISBURY J, et al. Global water resources: vulnerability from climate change and population growth [J]. Science, 2000, 289(5 477): 284-288.
|
5 |
WADA Y, BEEK L P H VAN, WANDERS N, et al. Human water consumption intensifies hydrological drought worldwide [J]. Environmental Research Letters, 2013, 8(3): 034036.
|
6 |
BIEMANS H, HADDELAND I, KABAT P, et al. Impact of reservoirs on river discharge and irrigation water supply during the 20th century [J]. Water Resources Research, 2011, 47(3): W03509.
|
7 |
HADDELAND I, HEINKE J, BIEMANS H, et al. Global water resources affected by human interventions and climate change [J]. Proceedings of the National Academy of Sciences, 2014, 111(9): 3 251-3 256.
|
8 |
V?R?SMARTY C J, HOEKSTRA A Y, BUNN S E, et al. Fresh water goes global [J]. Science, 2015, 349(6 247): 478-479.
|
9 |
LI Xin, CHENG Guodong, GE Yingchun, et al. Hydrological cycle in the Heihe River Basin and its implication for water resource management in endorheic basins [J]. Journal of Geophysical Research: Atmospheres, 2018, 123(2): 890-914.
|
10 |
HOEKSTRA A Y, MEKONNEN M M. The water footprint of humanity [J]. Proceedings of the National Academy of Sciences, 2012, 109(9): 3 232-3 237.
|
11 |
VLIET M T H VAN, FL?RKE M, WADA Y. Quality matters for water scarcity [J]. Nature Geoscience, 2017, 10(11): 800-802.
|
12 |
YOU Jinjun, WANG Hao, GAN Hong. Current status and prospect of study on simulation model of water resources system[J]. Advances in Water Science, 2006, 17(3): 425-429.
|
|
游进军, 王浩, 甘泓.水资源系统模拟模型研究进展[J]. 水科学进展, 2006, 17(3): 425-429.
|
13 |
SHI Chunli, JIN Taotao, REN Haijing, et al. Review and studies about typical models of water resource management[J]. Journal of Anhui Agricultural Sciences, 2015, 43(10): 249-250, 304.
|
|
石春力, 金陶陶, 任海静, 等. 水资源管理典型模型技术研究综述[J]. 安徽农业科学, 2015, 43(10): 249-250, 304.
|
14 |
GE Yingchun, LI Xin. Water resources management decision support system: review and prospect [J]. Journal of Glaciology and Geocryology, 2012, 34(5): 1 248-1 256.
|
|
盖迎春, 李新. 水资源管理决策支持系统研究进展与展望 [J]. 冰川冻土, 2012, 34(5): 1 248-1 256.
|
15 |
LIU Jianguo, DIETZ T, CARPENTER S R, et al. Complexity of Coupled Human and Natural Systems [J]. Science, 2007, 317(5 844): 1 513-1 516.
|
16 |
WANG Hao, WANG Jianhua, QIN Dayong, et al. Theory and methodology of water resources assessment based on dualistic water cycle model[J]. Journal of Hydraulic Engineering, 2006, 37(12): 1 496-1 502.
|
|
王浩, 王建华, 秦大庸, 等. 基于二元水循环模式的水资源评价理论方法[J]. 水利学报, 2006, 37(12): 1 496-1 502.
|
17 |
YANG Y-C E, CAI Xingming, STIPANOVI? D M. A decentralized optimization algorithm for multiagent system-based watershed management [J]. Water Resources Research, 2009, 45(8): W08430.
|
18 |
AN Li. Modeling human decisions in coupled human and natural systems: review of agent-based models [J]. Ecological Modelling, 2012, 229: 25-36.
|
19 |
SCHELLING T C. Dynamic models of segregation [J]. The Journal of Mathematical Sociology, 1971, 1(2): 143-186.
|
20 |
GRIMM V, REVILLA E, BERGER U, et al. Pattern-oriented modeling of agent-based complex systems: lessons from ecology [J]. Science, 2005, 310(5 750): 987-991.
|
21 |
PARKER D C, MANSON S M, JANSSEN M A, et al. Multi-agent systems for the simulation of land-use and land-cover change: a review [J]. Annals of the Association of American Geographers, 2003, 93(2): 314-337.
|
22 |
CHU Junying, CHEN Jining, ZOU Ji, et al. Agent- based social simulation for policy research in water resources management and water pollution control [J]. China Population, Resources and Environment, 2004, 14(6): 29-34.
|
|
褚俊英, 陈吉宁, 邹骥, 等. 基于复杂系统建模的水管理政策研究进展 [J]. 中国人口·资源与环境, 2004, 14(6): 29-34.
|
23 |
LIAN Jijian, XU Ziyao, Lingling BIN, et al. Progress of agent-based modeling for water resources management: a review [J]. Advances in Water Science, 2019, 30(2): 282-293.
|
|
练继建, 徐梓曜, 宾零陵, 等. 基于Agent的水资源管理模型研究进展 [J]. 水科学进展, 2019, 30(2): 282-293.
|
24 |
YAN Meng, DU Erhu, WANG Zongzhi, et al. Modeling for the water resource complexity system coupling behavioral economics and natural process [J]. Journal of Water Resources and Water Engineering, 2018, 29(6): 53-60.
|
|
闫猛, 杜二虎, 王宗志, 等. 行为经济与自然过程耦合视角下的水资源复杂系统建模研究 [J]. 水资源与水工程学报, 2018, 29(6): 53-60.
|
25 |
HOLLAND J H. Hidden order: how adaptation builds complexity [M]. Boston: Addison Wesley Longman Publishing Co., Inc., 1996.
|
26 |
EPSTEIN J M, AXTELL R. Growing artificial societies: social science from the bottom up [M]. Washington DC: Brookings Institution Press, 1996.
|
27 |
EPSTEIN J M, AXTELL R. Artificial societies and generative social science [J]. Artificial Life and Robotics, 1997, 1(1): 33-34.
|
28 |
GUO Dan, REN Bo, WANG Cheng. Integrated agent-based modeling with GIS for large scale emergency simulation [C]//International symposium on intelligence computation and applications. Berlin: Springer, 2008: 618-625.
|
29 |
WANG Jinfeng, XU Chengdong. Geodetector: principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1): 116-134.
|
|
王劲峰, 徐成东. 地理探测器: 原理与展望[J]. 地理学报, 2017, 72(1): 116-134.
|
30 |
GILBERT N, BANKES S. Platforms and methods for agent-based modeling [J]. Proceedings of the National Academy of Sciences, 2002, 99(): 7 197-7 198.
|
31 |
ABAR S, THEODOROPOULOS G K, LEMARINIER P, et al. Agent based modelling and simulation tools: a review of the state-of-art software [J]. Computer Science Review, 2017, 24: 13-33.
|
32 |
GRIMM V, BERGER U, BASTIANSEN F, et al. A standard protocol for describing individual-based and agent-based models [J]. Ecological Modelling, 2006, 198(1/2): 115-126.
|
33 |
GRIMM V, BERGER U, DEANGELIS D L, et al. The ODD protocol: a review and first update [J]. Ecological Modelling, 2010, 221(23): 2 760-2 768.
|
34 |
DAI Erfu, MA Liang, YANG Weishi, et al. Agent based model of land system: theory, application and modelling framework [J]. Acta Geographica Sinica, 2019, 74(11): 2 260- 2 272.
|
|
戴尔阜, 马良, 杨微石, 等. 土地系统多主体模型的理论与应用 [J]. 地理学报, 2019, 74(11): 2 260-2 272.
|
35 |
TAO Tao, LIU Suiqing, LI Shuping. Advances in management model of urban water resources [J]. Journal of Water Resources and Water Engineering, 2005, 16(1): 60-62,66.
|
|
陶涛, 刘遂庆, 李树平. 城市水资源管理模型的研究进展 [J]. 水资源与水工程学报, 2005, 16(1): 60-62,66.
|
36 |
ATHANASIADIS I N, MENTES A K, MITKAS P A, et al. A hybrid agent-based model for estimating residential water demand [J]. Simulation, 2005, 81(3): 175-187.
|
37 |
GALáN J M, LóPEZ‐PAREDES A, OLMO R DEL. An agent‐based model for domestic water management in Valladolid metropolitan area [J]. Water Resources Research, 2009, 45(5): W05401.
|
38 |
ZELLNER M L. Generating policies for sustainable water use in complex scenarios: an integrated land-use and water-use model of Monroe County, Michigan [J]. Environment and Planning B: Planning and Design, 2007, 34(4): 664-686.
|
39 |
ZELLNER M L. Embracing complexity and uncertainty: the potential of agent-based modeling for environmental planning and policy [J]. Planning Theory & Practice, 2008, 9(4): 437-457.
|
40 |
ZELLNER M L, THEIS T L, KARUNANITHI A T, et al. A new framework for urban sustainability assessments: linking complexity, information and policy [J]. Computers, Environment and Urban Systems, 2008, 32(6): 474-488.
|
41 |
KANTA L, ZECHMAN E. Complex adaptive systems framework to assess supply-side and demand-side management for urban water resources [J]. Journal of Water Resources Planning and Management, 2014, 140(1): 75-85.
|
42 |
KOUTIVA I, MAKROPOULOS C. Modelling domestic water demand: an agent based approach [J]. Environmental Modelling & Software, 2016, 79: 35-54.
|
43 |
CHU Junying, WANG Can, CHEN Jining, et al. Agent-based residential water use behavior simulation and policy implications: a case-study in Beijing City [J]. Water Resources Management, 2009, 23(15): 3 267-3 295.
|
44 |
JIN Juliang, CUI Yi, ZHANG Libing, et al. Simulation and prediction analysis of urban household water demand based on multi-agent [J]. Journal of Hydraulic Engineering, 2015, 46(12): 1 387-1 397.
|
|
金菊良, 崔毅, 张礼兵, 等. 基于多智能体的城镇家庭用水量模拟预测分析 [J]. 水利学报, 2015, 46(12): 1 387-1 397.
|
45 |
YUAN Xiaochen, WEI Yiming, PAN Suyan, et al. Urban household water demand in Beijing by 2020: an agent-based model [J]. Water Resources Management, 2014, 28(10): 2 967-2 980.
|
46 |
SCHWARZ N, ERNST A. Agent-based modeling of the diffusion of environmental innovations—an empirical approach [J]. Technological Forecasting and Social Change, 2009, 76(4): 497-511.
|
47 |
KOTZ C, HIESSL H. Analysis of system innovation in urban water infrastructure systems: an agent-based modelling approach [J]. Water Science and Technology: Water Supply, 2005, 5(2): 135-144.
|
48 |
KANDIAH V, BINDER A R, BERGLUND E Z. An empirical agent‐based model to simulate the adoption of water reuse using the social amplification of risk framework [J]. Risk Analysis, 2017, 37(10): 2 005-2 022.
|
49 |
KANDIAH V K, BERGLUND E Z, BINDER A R. An agent-based modeling approach to project adoption of water reuse and evaluate expansion plans within a sociotechnical water infrastructure system [J]. Sustainable Cities and Society, 2019, 46: 101412.
|
50 |
SAUER T, HAVLíK P, SCHNEIDER U A, et al. Agriculture and resource availability in a changing world: the role of irrigation [J]. Water Resources Research, 2010, 46(6): W06503.
|
51 |
EISENSTEIN M. Natural solutions for agricultural productivity [J]. Nature, 2020, 588(7 837): S58-S59.
|
52 |
LANSING J S, KREMER J N. Emergent properties of Balinese water temple networks: coadaptation on a rugged fitness landscape [J]. American Anthropologist, 1993, 95(1): 97-114.
|
53 |
VAN OEL P R, KROL M S, HOEKSTRA A Y, et al. Feedback mechanisms between water availability and water use in a semi-arid river basin: a spatially explicit multi-agent simulation approach [J]. Environmental Modelling & Software, 2010, 25(4): 433-443.
|
54 |
MULLIGAN K B, BROWN C, YANG Y C E, et al. Assessing groundwater policy with coupled economic‐groundwater hydrologic modeling [J]. Water Resources Research, 2014, 50(3): 2 257-2 275.
|
55 |
DU Erhu, TIAN Yong, CAI Ximing, et al. Exploring spatial heterogeneity and temporal dynamics of human-hydrological interactions in large river basins with intensive agriculture: a tightly coupled, fully integrated modeling approach [J]. Journal of Hydrology, 2020, 591: 125313.
|
56 |
ZHAO Jianshi, CAI Ximing, WANG Zhongjing. Comparing administered and market-based water allocation systems through a consistent agent-based modeling framework [J]. Journal of Environmental Management, 2013, 123: 120-130.
|
57 |
LEI Xiaowen, ZHAO Jianshi, YANG Y-C E, et al. Comparing the economic and environmental effects of different water management schemes using a coupled agent-hydrologic model [J]. Journal of Water Resources Planning and Management, 2019, 145(6): 05019010.
|
58 |
DU Erhu, CAI Ximing, BROZOVI? N, et al. Evaluating the impacts of farmers' behaviors on a hypothetical agricultural water market based on double auction [J]. Water Resources Research, 2017, 53(5): 4 053-4 072.
|
59 |
AGHAIE V, ALIZADEH H, AFSHAR A. Agent-based hydro-economic modelling for analysis of groundwater-based irrigation water market mechanisms [J]. Agricultural Water Management, 2020, 234: 106140.
|
60 |
AGHAIE V, ALIZADEH H, AFSHAR A. Emergence of social norms in the cap-and-trade policy: an agent-based groundwater market [J]. Journal of Hydrology, 2020, 588: 125057.
|
61 |
NG T L, EHEART J W, CAI Ximing, et al. An agent‐based model of farmer decision‐making and water quality impacts at the watershed scale under markets for carbon allowances and a second‐generation biofuel crop [J]. Water Resources Research, 2011, 47(9): W09519.
|
62 |
HU Yao, BEATTIE S. Role of heterogeneous behavioral factors in an agent-based model of crop choice and groundwater irrigation [J]. Journal of Water Resources Planning and Management, 2019, 145(2): 04018100.
|
63 |
YUAN Shiwei, LI Xin, DU Erhu. Effects of farmers' behavioral characteristics on crop choices and responses to water management policies [J]. Agricultural Water Management, 2021, 247: 106693.
|
64 |
CHENG Guodong, LI Xin, ZHAO Wenzhi, et al. Integrated study of the water-ecosystem-economy in the Heihe River Basin [J]. National Science Review, 2014, 1(3): 413-428.
|
65 |
CHENG Guodong, LI Xin. Integrated research methods in watershed science [J]. Science China (Earth Sciences), 2015, 58(7): 1 159-1 168.
|
|
程国栋, 李新. 流域科学及其集成研究方法 [J]. 中国科学:地球科学, 2015, 45(6): 811-819.
|
66 |
HE Chansheng. Watershed science and water resources management [J]. Advances in Earth Science, 2012, 27(7): 705-711.
|
|
贺缠生.流域科学与水资源管理[J].地球科学进展,2012,27(7):705-711.
|
67 |
BECU N, PEREZ P, WALKER A, et al. Agent based simulation of a small catchment water management in northern Thailand: description of the CATCHSCAPE model [J]. Ecological Modelling, 2003, 170(2/3): 319-331.
|
68 |
YANG Y-C E, ZHAO Jianshi, CAI Ximing. Decentralized optimization method for water allocation management in the Yellow River Basin [J]. Journal of Water Resources Planning and Management, 2012, 138(4): 313-325.
|
69 |
GIULIANI M, CASTELLETTI A. Assessing the value of cooperation and information exchange in large water resources systems by agent‐based optimization [J]. Water Resources Research, 2013, 49(7): 3 912-3 926.
|
70 |
AKHBARI M, GRIGG N S. A framework for an agent-based model to manage water resources conflicts [J]. Water Resources Management, 2013, 27(11): 4 039-4 052.
|
71 |
AKHBARI M, GRIGG N S. Managing water resources conflicts: modelling behavior in a decision tool [J]. Water Resources Management, 2015, 29(14): 5 201-5 216.
|
72 |
KHAN H F, YANG Y C E, XIE H, et al. A coupled modeling framework for sustainable watershed management in transboundary river basins [J]. Hydrology and Earth System Sciences, 2017, 21(12): 6 275-6 288.
|
73 |
HU Yao, QUINN C J, CAI Ximing, et al. Combining human and machine intelligence to derive agents' behavioral rules for groundwater irrigation [J]. Advances in Water Resources, 2017, 109: 29-40.
|
74 |
NI Jianjun, LIU Minghua, REN Li, et al. A multiagent Q-learning—based optimal allocation approach for urban water resource management system [J]. IEEE Transactions on Automation Science and Engineering, 2014, 11(1): 204-214.
|
75 |
RIEKER J D, LABADIE J W. An intelligent agent for optimal river-reservoir system management [J]. Water Resources Research, 2012, 48(9): W09550.
|
76 |
FAGIOLO G, BIRCHENHALL C, WINDRUM P. Empirical validation in agent-based models: introduction to the special issue [J]. Computational Economics, 2007, 30(3): 189-194.
|
77 |
FAGIOLO G, MONETA A, WINDRUM P. A critical guide to empirical validation of agent-based models in economics: methodologies, procedures, and open problems [J]. Computational Economics, 2007, 30(3): 195-226.
|
78 |
BERT F E, ROVERE S L, MACAL C M, et al. Lessons from a comprehensive validation of an agent based-model: the experience of the Pampas Model of Argentinean agricultural systems [J]. Ecological Modelling, 2014, 273: 284-298.
|
79 |
ZHUO Lu, HAN Dawei. Agent-based modelling and flood risk management: a compendious literature review [J]. Journal of Hydrology, 2020, 591: 125600.
|
80 |
POLHILL J G, L-A SUTHERLAND, GOTTS N M. Using qualitative evidence to enhance an agent-based modelling system for studying land use change [J]. Journal of Artificial Societies and Social Simulation, 2010, 13(2): 1-10.
|
81 |
LOUIE M A, CARLEY K M. Balancing the criticisms: validating multi-agent models of social systems [J]. Simulation Modelling Practice and Theory, 2008, 16(2): 242-256.
|
82 |
VOINOV A, BOUSQUET F. Modelling with stakeholders [J]. Environmental Modelling & Software, 2010, 25(11): 1 268-1 281.
|
83 |
LI Xin, CHENG Guodong, WU Lizong. Digital Heihe River Basin. 1: an information infrastructure for the watershed science [J]. Advances in Earth Science, 2010, 25(3): 297-305.
|
|
李新, 程国栋, 吴立宗. 数字黑河的思考与实践1:为流域科学服务的数字流域 [J]. 地球科学进展, 2010, 25(3): 297-305.
|
84 |
LI Xin, LI Xiaowen, LI Zengyuan, et al. Progresses on the Watershed Allied Telemetry Experimental Research (WATER) [J]. Remote Sensing Technology and Application, 2012, 27(5): 637-649.
|
|
李新, 李小文, 李增元, 等. 黑河综合遥感联合试验研究进展:概述 [J]. 遥感技术与应用, 2012, 27(5): 637-649.
|
85 |
LI Xin, LIU Shaomin, MA Mingguo, et al. HiWATER: an integrated remote sensing experiment on hydrological and ecological processes in the Heihe River Basin [J]. Advances in Earth Science, 2012, 27(5): 481-498.
|
|
李新, 刘绍民, 马明国, 等. 黑河流域生态—水文过程综合遥感观测联合试验总体设计 [J]. 地球科学进展, 2012, 27(5): 481-498.
|
86 |
LI Xin, ZHANG Ling, ZHENG Yi, et al. Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: a watershed system model for the Heihe River Basin[J]. Environmental Modeling & Software, 2012, 10(10): 141105058.
|