An integrated simulation-optimization modeling system for water resources management under coupled impacts of climate and land use variabilities with priority in ecological protection
An integrated simulation-optimization modeling system (ISOMS) approach was developed for assessing adaptive strategies in response to coupled impacts of climate and landuse variations. The ISOMS can not only reflect future hydrological trends under changing environment, but also provide water-alloca...
Saved in:
| Published in | Advances in water resources Vol. 154; p. 103986 |
|---|---|
| Main Authors | , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.08.2021
|
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | An integrated simulation-optimization modeling system (ISOMS) approach was developed for assessing adaptive strategies in response to coupled impacts of climate and landuse variations. The ISOMS can not only reflect future hydrological trends under changing environment, but also provide water-allocation plans under various uncertainties expressed as random or fuzzy feature systematically. A case study of Anning River Basin with dry and warm characteristics in the upper Yangtze River was applied to inspect the model's applicability. A range of alternatives to adaptive strategies were generated under combinations of climate and landuse scenarios with different satisfaction levels. Results reveal that: (i) there exist increasing trend of temperature and precipitation in future period (2021–2050); (ii) the streamflow variation is more sensitive to climate change than landuse change; (iii) the hydrologic system uncertainties would lead to changes in water resources allocation; (iv) a low level of uncertainty satisfaction or a high level of violation risk would reduce the system reliability for the water resources system. The ISOMS approach has tremendous significance for evaluating hydrologic variations with complicated uncertainties, and providing optimal water allocation schemes responding to the coupled impacts of climate and landuse variations among society, economy and environment.
•An integrated simulation-based optimization modeling on MIKE SHE and MFSCP method.•A set of 31 GCMs and three CA-Markov modules for climate and land use projections.•Hydrological process and water availability vary under changing conditions.•Adaptive strategies for water resources generated under multiple scenarios. |
|---|---|
| AbstractList | An integrated simulation-optimization modeling system (ISOMS) approach was developed for assessing adaptive strategies in response to coupled impacts of climate and landuse variations. The ISOMS can not only reflect future hydrological trends under changing environment, but also provide water-allocation plans under various uncertainties expressed as random or fuzzy feature systematically. A case study of Anning River Basin with dry and warm characteristics in the upper Yangtze River was applied to inspect the model's applicability. A range of alternatives to adaptive strategies were generated under combinations of climate and landuse scenarios with different satisfaction levels. Results reveal that: (i) there exist increasing trend of temperature and precipitation in future period (2021–2050); (ii) the streamflow variation is more sensitive to climate change than landuse change; (iii) the hydrologic system uncertainties would lead to changes in water resources allocation; (iv) a low level of uncertainty satisfaction or a high level of violation risk would reduce the system reliability for the water resources system. The ISOMS approach has tremendous significance for evaluating hydrologic variations with complicated uncertainties, and providing optimal water allocation schemes responding to the coupled impacts of climate and landuse variations among society, economy and environment. An integrated simulation-optimization modeling system (ISOMS) approach was developed for assessing adaptive strategies in response to coupled impacts of climate and landuse variations. The ISOMS can not only reflect future hydrological trends under changing environment, but also provide water-allocation plans under various uncertainties expressed as random or fuzzy feature systematically. A case study of Anning River Basin with dry and warm characteristics in the upper Yangtze River was applied to inspect the model's applicability. A range of alternatives to adaptive strategies were generated under combinations of climate and landuse scenarios with different satisfaction levels. Results reveal that: (i) there exist increasing trend of temperature and precipitation in future period (2021–2050); (ii) the streamflow variation is more sensitive to climate change than landuse change; (iii) the hydrologic system uncertainties would lead to changes in water resources allocation; (iv) a low level of uncertainty satisfaction or a high level of violation risk would reduce the system reliability for the water resources system. The ISOMS approach has tremendous significance for evaluating hydrologic variations with complicated uncertainties, and providing optimal water allocation schemes responding to the coupled impacts of climate and landuse variations among society, economy and environment. •An integrated simulation-based optimization modeling on MIKE SHE and MFSCP method.•A set of 31 GCMs and three CA-Markov modules for climate and land use projections.•Hydrological process and water availability vary under changing conditions.•Adaptive strategies for water resources generated under multiple scenarios. |
| ArticleNumber | 103986 |
| Author | Li, Congcong Cai, Yanpeng Li, Chunhui Tan, Qian Wang, Xuan Liu, Qiang Chen, Dongni |
| Author_xml | – sequence: 1 givenname: Congcong surname: Li fullname: Li, Congcong email: ccli@mail.bnu.edu.cn organization: State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China – sequence: 2 givenname: Yanpeng surname: Cai fullname: Cai, Yanpeng email: yanpeng.cai@gdut.edu.cn organization: Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, Institute of Environmental and Ecological Engineering, Guangdong University of Technology, Guangzhou, 510006, China – sequence: 3 givenname: Qian surname: Tan fullname: Tan, Qian organization: Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, Institute of Environmental and Ecological Engineering, Guangdong University of Technology, Guangzhou, 510006, China – sequence: 4 givenname: Xuan surname: Wang fullname: Wang, Xuan organization: State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China – sequence: 5 givenname: Chunhui surname: Li fullname: Li, Chunhui organization: State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China – sequence: 6 givenname: Qiang surname: Liu fullname: Liu, Qiang organization: State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China – sequence: 7 givenname: Dongni surname: Chen fullname: Chen, Dongni organization: State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China |
| BookMark | eNqNUctuEzEUtVCRSAvfgJdsJtjjeXgWLKIKClIlNrC2HPtOuJEfwfakCj_W38NpUBdsYGPL1_c8dM41uQoxACFvOVtzxof3-7W2xwddEuR1y1pep2KSwwuy4nJsm2noxyuyYoJNDR-ZfEWuc94zxmQ3tivyuAkUQ4Fd0gUszegXpwvG0MRDQY-_nh7URwsOw47mUy7g6RwTrZqQaJWNSzKQqddB78BDKHQJtn6ZuBxcJUV_0KZkGmdqHPoKozpY6s7HkoEedUK9RYcFK80Dlh_0kDAmLKfqjYKJLu7QaFfHsYA5O3pNXs7aZXjz574h3z99_Hb7ubn_evfldnPfGNHJ0rRyBD124zxozqXZTmbg8zz2Zm47oe1221ttrJU9g0nOAD3UYADEAGYyVghxQ95deKv0zwVyUR6zAVfNQ1yyagcxCDl1E6urHy6rJsWcE8zKYHmKrySNTnGmzoWpvXouTJ0LU5fCKn78C19T8Dqd_gO5uSChJnFESCobhGDAYqpxKRvxnxy_AbQ0wC8 |
| CitedBy_id | crossref_primary_10_1038_s41598_024_80302_8 crossref_primary_10_1016_j_eng_2021_04_029 crossref_primary_10_3389_feart_2024_1415276 crossref_primary_10_3390_su16020778 crossref_primary_10_3934_math_2023380 crossref_primary_10_1016_j_ecolind_2023_110712 crossref_primary_10_3390_land13101549 crossref_primary_10_1016_j_jhydrol_2023_129286 crossref_primary_10_1016_j_jenvman_2024_121309 crossref_primary_10_3390_w16020285 crossref_primary_10_1007_s11269_024_04025_1 crossref_primary_10_5004_dwt_2022_28731 |
| Cites_doi | 10.1007/s00477-011-0477-5 10.1029/2018MS001413 10.1016/j.jhydrol.2018.08.022 10.5194/hess-20-1331-2016 10.1038/srep33704 10.1016/j.advwatres.2005.07.008 10.1038/nclimate1385 10.1016/0020-0255(75)90046-8 10.1007/s10584-012-0464-y 10.1016/j.resconrec.2020.105245 10.1007/s00704-017-2307-2 10.1016/j.envsoft.2008.11.008 10.1016/j.jhydrol.2017.02.016 10.1029/1998WR900018 10.1007/s10584-016-1785-z 10.1016/j.jhydrol.2016.05.044 10.1016/j.ecolind.2018.07.029 10.1016/j.jhydrol.2008.11.023 10.1080/19479832.2011.605397 10.1016/j.eswa.2008.01.083 10.1016/j.jhydrol.2014.07.053 10.1577/1548-8446(1976)001<0006:IFRFFW>2.0.CO;2 10.1016/j.jhydrol.2006.04.039 10.1016/j.apm.2015.04.054 10.1007/s10584-019-02457-y 10.4028/www.scientific.net/AMM.409-410.262 10.1016/j.gecco.2017.01.005 10.1016/j.scitotenv.2016.08.081 10.1016/j.jhydrol.2014.11.033 10.1007/s00704-015-1505-z 10.1016/j.scitotenv.2016.01.002 10.1175/JHM-D-17-0232.1 10.1016/j.gloenvcha.2006.11.005 10.1016/j.jhydrol.2013.12.010 10.1007/s00267-013-0220-8 10.1016/j.jhydrol.2017.11.016 10.1016/j.jclepro.2018.02.009 10.1016/S0377-2217(01)00339-3 10.1007/s00477-014-1018-9 10.1016/j.jhydrol.2013.01.029 10.1016/j.ecolind.2018.06.047 10.1162/neco.1997.9.8.1735 10.1016/j.fss.2009.02.021 10.1016/j.advwatres.2021.103947 10.1016/j.ejor.2013.01.011 10.1002/2015JD023719 10.3390/w11071398 10.1016/j.ins.2009.09.001 10.1061/(ASCE)EE.1943-7870.0000724 10.1007/s11027-015-9664-x 10.1287/mnsc.6.1.73 10.1016/j.apgeog.2008.10.002 10.1016/j.jhydrol.2016.04.018 10.1080/02630250008970277 10.1016/0022-1694(70)90255-6 |
| ContentType | Journal Article |
| Copyright | 2021 Elsevier Ltd |
| Copyright_xml | – notice: 2021 Elsevier Ltd |
| DBID | AAYXX CITATION 7S9 L.6 |
| DOI | 10.1016/j.advwatres.2021.103986 |
| DatabaseName | CrossRef AGRICOLA AGRICOLA - Academic |
| DatabaseTitle | CrossRef AGRICOLA AGRICOLA - Academic |
| DatabaseTitleList | AGRICOLA |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Ecology |
| EISSN | 1872-9657 |
| ExternalDocumentID | 10_1016_j_advwatres_2021_103986 S030917082100141X |
| GeographicLocations | Yangtze River |
| GeographicLocations_xml | – name: Yangtze River |
| GroupedDBID | --K --M -~X .~1 0R~ 1B1 1RT 1~. 1~5 23M 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 8WZ 9JN A6W AABVA AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALCJ AALRI AAOAW AAQFI AAQXK AATLK AAXUO ABEFU ABFNM ABGRD ABMAC ABQEM ABQYD ABXDB ABYKQ ACDAQ ACGFS ACIWK ACLVX ACPRK ACRLP ACSBN ADBBV ADEZE ADMUD ADQTV AEBSH AEKER AENEX AFKWA AFRAH AFTJW AFXIZ AGHFR AGUBO AGYEJ AHHHB AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ASPBG ATOGT AVWKF AXJTR AZFZN BKOJK BLXMC CBWCG CS3 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HMA HVGLF HZ~ IHE IMUCA J1W KOM LY3 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SDF SDG SDP SEP SES SEW SPC SPCBC SSA SSE SSZ T5K TN5 WUQ XPP ZMT ~02 ~G- ~KM AAHBH AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION SSH 7S9 L.6 |
| ID | FETCH-LOGICAL-c348t-287ea747f6a118cb9c61ff75cf243adbb5dacdd850e98fee5e008ee36ec9cd333 |
| IEDL.DBID | .~1 |
| ISSN | 0309-1708 |
| IngestDate | Fri Jul 11 00:02:00 EDT 2025 Tue Jul 01 00:53:31 EDT 2025 Thu Apr 24 23:08:51 EDT 2025 Fri Feb 23 02:45:16 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Hydrological simulation Landuse projection Ecology Uncertain optimization Climate projection Adaptive management |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c348t-287ea747f6a118cb9c61ff75cf243adbb5dacdd850e98fee5e008ee36ec9cd333 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| PQID | 2636389490 |
| PQPubID | 24069 |
| ParticipantIDs | proquest_miscellaneous_2636389490 crossref_citationtrail_10_1016_j_advwatres_2021_103986 crossref_primary_10_1016_j_advwatres_2021_103986 elsevier_sciencedirect_doi_10_1016_j_advwatres_2021_103986 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | August 2021 2021-08-00 20210801 |
| PublicationDateYYYYMMDD | 2021-08-01 |
| PublicationDate_xml | – month: 08 year: 2021 text: August 2021 |
| PublicationDecade | 2020 |
| PublicationTitle | Advances in water resources |
| PublicationYear | 2021 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Kamusoko, Aniya, Adi (bib0020) 2009; 29 Chen, Cai, Wang (bib68) 2020; 168 Thompson, Green, Kingston (bib0048) 2014; 510 Zhu, Yang, Liu (bib0057) 2019; 11 Sun, Cai, Yang (bib69) 2019; 155 Li, Huang, Wang (bib0029) 2016; 548-549 Pishvaee, Khalaf (bib0039) 2016; 40 Tennant (bib0047) 1976; 1 Woldemeskel, Sharma, Sivakumar (bib0055) 2016; 121 Loucks, Van Beek, Stedinger (bib0031) 2005 Misra, Sarkar, Mitra (bib0034) 2018; 134 Sun, Cai, Chen (bib70) 2021; 153 Wijesekara, Farjad, Gupta (bib0053) 2014; 53 Charnes, Cooper, Kirby (bib0010) 1972 Zipper, Motew, Booth (bib0060) 2018; 565 Li, Huang, Huang (bib0027) 2009; 24 Nematian (bib0036) 2016; 27 Kotir, Smith, Brown (bib0021) 2016; 573 Luo, Tao, Moiwo (bib0032) 2016; 6 Thompson, Green, Kingston (bib0049) 2013; 486 Basheer, Lü, Omer (bib0007) 2016; 20 Cai, Lin, Yue (bib71) 2018; 182 Zhang, Li, Huang (bib0062) 2021; 192 Zhuang, Li, Nie (bib0058) 2018; 556 Wagena, Sommerlot, Abiy (bib0050) 2016; 139 Hochreiter, Schmidhuber (bib0017) 1997; 9 Rheinheimer, Null, Viers (bib0041) 2016; 142 Sun, Li, Huang (bib0044) 2016; 48 Wang, Zhang, Jin (bib0051) 2017; 22 Dessai, Hulme (bib0013) 2007; 17 Legates, McCabe (bib0022) 1999; 35 Fan, Huang, Huang (bib0014) 2016; 125 Sun, Li, Zhuang (bib0045) 2017; 23 Ouyang, Zhu, Fu (bib0037) 2015; 29 Azaiez (bib0006) 2002; 143 Liu, Zuo (bib0030) 2012; 115 Reshmidevi, Kumar, Mehrotra (bib0040) 2018; 556 Du, Li, Huang (bib0012) 2013; 139 Hu, Sun, Li (bib67) 2018; 31 Wang, Li, Zhang (bib0052) 2018; 94 Peidro, Mula, Poler (bib0038) 2009; 160 Ji, Yuan (bib0019) 2018; 10 Andersson, Wilk, Todd (bib0002) 2006; 331 Gulpinar, Rustem, Settergren (bib0015) 2002 Sun, Huang, Lv (bib0046) 2013; 228 Li, Huang, Nie (bib0028) 2006; 29 Ha, Mehrotra, Sharma (bib0016) 2016; 538 Li, Huang (bib0026) 2009; 179 Mehrotra, Sharma, Bari (bib0033) 2014; 519 Zhang, Li (bib0063) 2019; 249 Wan, Xia, Song, Liu (bib0054) 2008; 8 Arsanjani, Kainz, Mousivand (bib0004) 2011; 2 Arfanuzzaman, Rahman (bib0003) 2017; 10 Li, Yang, Huang (bib0024) 2009; 36 Charnes, Cooper (bib0009) 1959; 6 Zhou, Huang, Piwowar (bib0061) 2018; 19 Nash, Sutcliffe (bib0035) 1970; 10 Zadeh (bib0059) 1975; 8 Cai, Huang, Wang (bib0008) 2011; 25 Li, Cai, Qian (bib0023) 2018; 95 Huang, Loucks (bib0018) 2000; 17 Asong, Khaliq, Wheater (bib0005) 2016; 539 Zarch, Sivakumar, Sharma (bib0056) 2015; 520 Li, J.Y., Zhang, W.J., 2013. Eco-Environmental Water Demand Research on Forestland in the Central and Southern Ningxia. Appl. Mech. Materials. 409-410, 262–267. Chen, Chen, Wang (bib0011) 2019; 11 Rogelj, Meinshausen, Knutti (bib0042) 2012; 2 Smerdon, Allen, Grasby (bib0043) 2009; 365 Thompson (10.1016/j.advwatres.2021.103986_bib0048) 2014; 510 Wijesekara (10.1016/j.advwatres.2021.103986_bib0053) 2014; 53 Huang (10.1016/j.advwatres.2021.103986_bib0018) 2000; 17 Azaiez (10.1016/j.advwatres.2021.103986_bib0006) 2002; 143 Sun (10.1016/j.advwatres.2021.103986_bib70) 2021; 153 Kotir (10.1016/j.advwatres.2021.103986_bib0021) 2016; 573 Basheer (10.1016/j.advwatres.2021.103986_bib0007) 2016; 20 Du (10.1016/j.advwatres.2021.103986_bib0012) 2013; 139 Hu (10.1016/j.advwatres.2021.103986_bib67) 2018; 31 Arfanuzzaman (10.1016/j.advwatres.2021.103986_bib0003) 2017; 10 Ha (10.1016/j.advwatres.2021.103986_bib0016) 2016; 538 Chen (10.1016/j.advwatres.2021.103986_bib0011) 2019; 11 Woldemeskel (10.1016/j.advwatres.2021.103986_bib0055) 2016; 121 Kamusoko (10.1016/j.advwatres.2021.103986_bib0020) 2009; 29 Reshmidevi (10.1016/j.advwatres.2021.103986_bib0040) 2018; 556 Sun (10.1016/j.advwatres.2021.103986_bib69) 2019; 155 Chen (10.1016/j.advwatres.2021.103986_bib68) 2020; 168 Mehrotra (10.1016/j.advwatres.2021.103986_bib0033) 2014; 519 Legates (10.1016/j.advwatres.2021.103986_bib0022) 1999; 35 Li (10.1016/j.advwatres.2021.103986_bib0026) 2009; 179 Wang (10.1016/j.advwatres.2021.103986_bib0052) 2018; 94 Zhang (10.1016/j.advwatres.2021.103986_bib0062) 2021; 192 Loucks (10.1016/j.advwatres.2021.103986_bib0031) 2005 Dessai (10.1016/j.advwatres.2021.103986_bib0013) 2007; 17 Luo (10.1016/j.advwatres.2021.103986_bib0032) 2016; 6 Wang (10.1016/j.advwatres.2021.103986_bib0051) 2017; 22 Li (10.1016/j.advwatres.2021.103986_bib0029) 2016; 548-549 Asong (10.1016/j.advwatres.2021.103986_bib0005) 2016; 539 Pishvaee (10.1016/j.advwatres.2021.103986_bib0039) 2016; 40 Ji (10.1016/j.advwatres.2021.103986_bib0019) 2018; 10 Smerdon (10.1016/j.advwatres.2021.103986_bib0043) 2009; 365 Zipper (10.1016/j.advwatres.2021.103986_bib0060) 2018; 565 Zhang (10.1016/j.advwatres.2021.103986_bib0063) 2019; 249 Liu (10.1016/j.advwatres.2021.103986_bib0030) 2012; 115 Nash (10.1016/j.advwatres.2021.103986_bib0035) 1970; 10 Zhou (10.1016/j.advwatres.2021.103986_bib0061) 2018; 19 Charnes (10.1016/j.advwatres.2021.103986_bib0009) 1959; 6 Andersson (10.1016/j.advwatres.2021.103986_bib0002) 2006; 331 Cai (10.1016/j.advwatres.2021.103986_bib0008) 2011; 25 Misra (10.1016/j.advwatres.2021.103986_bib0034) 2018; 134 Arsanjani (10.1016/j.advwatres.2021.103986_bib0004) 2011; 2 Rogelj (10.1016/j.advwatres.2021.103986_bib0042) 2012; 2 Zadeh (10.1016/j.advwatres.2021.103986_bib0059) 1975; 8 10.1016/j.advwatres.2021.103986_bib0025 Zhuang (10.1016/j.advwatres.2021.103986_bib0058) 2018; 556 Hochreiter (10.1016/j.advwatres.2021.103986_bib0017) 1997; 9 Gulpinar (10.1016/j.advwatres.2021.103986_bib0015) 2002 Li (10.1016/j.advwatres.2021.103986_bib0028) 2006; 29 Peidro (10.1016/j.advwatres.2021.103986_bib0038) 2009; 160 Li (10.1016/j.advwatres.2021.103986_bib0023) 2018; 95 Li (10.1016/j.advwatres.2021.103986_bib0027) 2009; 24 Rheinheimer (10.1016/j.advwatres.2021.103986_bib0041) 2016; 142 Fan (10.1016/j.advwatres.2021.103986_bib0014) 2016; 125 Thompson (10.1016/j.advwatres.2021.103986_bib0049) 2013; 486 Cai (10.1016/j.advwatres.2021.103986_bib71) 2018; 182 Tennant (10.1016/j.advwatres.2021.103986_bib0047) 1976; 1 Nematian (10.1016/j.advwatres.2021.103986_bib0036) 2016; 27 Zarch (10.1016/j.advwatres.2021.103986_bib0056) 2015; 520 Charnes (10.1016/j.advwatres.2021.103986_bib0010) 1972 Sun (10.1016/j.advwatres.2021.103986_bib0044) 2016; 48 Wagena (10.1016/j.advwatres.2021.103986_bib0050) 2016; 139 Zhu (10.1016/j.advwatres.2021.103986_bib0057) 2019; 11 Wan (10.1016/j.advwatres.2021.103986_bib0054) 2008; 8 Li (10.1016/j.advwatres.2021.103986_bib0024) 2009; 36 Sun (10.1016/j.advwatres.2021.103986_bib0046) 2013; 228 Ouyang (10.1016/j.advwatres.2021.103986_bib0037) 2015; 29 Sun (10.1016/j.advwatres.2021.103986_bib0045) 2017; 23 |
| References_xml | – volume: 2 start-page: 248 year: 2012 end-page: 253 ident: bib0042 article-title: Global warming under old an new scenarios using IPCC climate sensitivity range estimates publication-title: Nat. Clim. Change. – volume: 153 start-page: 103947 year: 2021 ident: bib70 article-title: Water footprint and consumption of hydropower from basin-constrained water mass balance publication-title: Adv. Water Resour. – volume: 17 start-page: 95 year: 2000 end-page: 118 ident: bib0018 article-title: An inexact two-stage stochastic programming model for water resources management under uncertainty publication-title: Civ. Eng. Environ. Syst. – volume: 142 year: 2016 ident: bib0041 article-title: Climate-Adaptive Water Year Typing for Instream Flow Requirements in California's Sierra Nevada publication-title: J. Water Res. Plan. Man. – volume: 29 start-page: 776 year: 2006 end-page: 789 ident: bib0028 article-title: An interval-parameter multi-stage stochastic programming model for water resources management under uncertainty publication-title: Adv. Water Resour. – volume: 182 start-page: 937 year: 2018 end-page: 945 ident: bib71 article-title: Inexact fuzzy chance-constrained programming for community-scale urban stormwater management publication-title: J. Clean. Prod. – volume: 192 year: 2021 ident: bib0062 article-title: Simulation-based interval chance-constrained quadratic programming model for water quality management: a case study of the central grand river in ontario, canada publication-title: Environ. Res. – volume: 20 start-page: 1331 year: 2016 end-page: 1353 ident: bib0007 article-title: Impacts of climate change under CMIP5 RCP scenarios on the streamflow in the Dinder River and ecosystem habitats in Dinder National Park publication-title: Sudan. Hydrol. Earth Syst. – volume: 29 start-page: 435 year: 2009 end-page: 447 ident: bib0020 article-title: Rural sustainability under threat in Zimbabwe - Simulation of future land-use/cover changes in the Bindura district based on the Markov-cellular automata model publication-title: Appl. Geogr. – volume: 519 start-page: 2932 year: 2014 end-page: 2951 ident: bib0033 article-title: An assessment of CMIP5 multi-model decadal hindcasts over Australia from a hydrological viewpoint publication-title: J. Hydrol. – volume: 556 start-page: 523 year: 2018 end-page: 538 ident: bib0058 article-title: Analyzing climate change impacts on water resources under uncertainty using an integrated simulation-optimization approach publication-title: J. Hydrol. – volume: 48 start-page: 4 year: 2016 ident: bib0044 article-title: Analysis of interactive effects of DEM resolution and basin subdivision level on runoff simulation in Kaidu River Basin publication-title: China. Hydrol. Res. – volume: 121 start-page: 3 year: 2016 end-page: 17 ident: bib0055 article-title: Quantification of precipitation and temperature uncertainties simulated by CMIP3 and CMIP5 models publication-title: J. Geophys. Res-Atmos. – volume: 27 start-page: 72 year: 2016 end-page: 84 ident: bib0036 article-title: An Extended Two-stage Stochastic Programming Approach for Water Resources Management under Uncertainty publication-title: J. Environ. Inform. – volume: 160 start-page: 2640 year: 2009 end-page: 2657 ident: bib0038 article-title: Fuzzy optimization for supply chain planning under supply, demand and process uncertainties publication-title: Fuzzy Set. Syst. – volume: 31 start-page: 123 year: 2018 end-page: 136 ident: bib67 article-title: Water Quality Risk Assessment for the Laoguanhe River of China Using a Stochastic Simulation Method publication-title: J. Environ. Inform. – year: 2005 ident: bib0031 article-title: Water Resources Systems Planning and management: an Introduction to methods, Models and Applications – volume: 331 start-page: 43 year: 2006 end-page: 57 ident: bib0002 article-title: Impact of climate change and development scenarios on flow patterns in the Okavango River publication-title: J. Hydrol. – volume: 25 start-page: 721 year: 2011 end-page: 735 ident: bib0008 article-title: An inexact programming approach for supporting ecologically sustainable water supply with the consideration of uncertain water demand by ecosystems publication-title: Stoch. Environ. Res. Risk Assess. – volume: 40 start-page: 407 year: 2016 end-page: 418 ident: bib0039 article-title: Novel robust fuzzy mathematical programming methods publication-title: Appl. Math. Model. – volume: 155 start-page: 111 year: 2019 end-page: 125 ident: bib69 article-title: Climatic variations within the dry valleys in southwestern China and the influences of artificial reservoirs publication-title: Climatic Change – volume: 24 start-page: 786 year: 2009 end-page: 797 ident: bib0027 article-title: A multi-stage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management publication-title: Environ. Model. Software. – reference: Li, J.Y., Zhang, W.J., 2013. Eco-Environmental Water Demand Research on Forestland in the Central and Southern Ningxia. Appl. Mech. Materials. 409-410, 262–267. – volume: 249 year: 2019 ident: bib0063 article-title: Development of an interval quadratic programming water quality management model and its solution algorithms publication-title: J. Clean. Prod. – volume: 565 start-page: 106 year: 2018 end-page: 122 ident: bib0060 article-title: Continuous separation of land-use and climate effects on the past and future water balance publication-title: J. Hydrol. – volume: 1 start-page: 6 year: 1976 end-page: 10 ident: bib0047 article-title: Instream Flow Regimens for Fish, Wildlife, Recreation and Related Environmental Resources publication-title: Fisheries – volume: 11 year: 2019 ident: bib0057 article-title: Hydrological Responses to the Future Climate Change in a Data Scarce Region, Northwest China: application of Machine Learning Models publication-title: Water (Basel) – start-page: 35 year: 2002 end-page: 47 ident: bib0015 article-title: Multi-stage Stochastic Programming in Computational Finance publication-title: Computational Methods in Decision-Making, Economics and Finance – volume: 10 start-page: 9 year: 2017 end-page: 22 ident: bib0003 article-title: Sustainable water demand management in the face of rapid urbanization and ground water depletion for social-ecological resilience building publication-title: Glob. Ecol. Conserv. – start-page: 391 year: 1972 end-page: 402 ident: bib0010 article-title: Chance constrained programming: an extension of statistical method publication-title: Optimizing Methods Stat – volume: 143 start-page: 611 year: 2002 end-page: 624 ident: bib0006 article-title: A model for conjunctive use of ground and surface water with opportunity costs publication-title: Eur. J. Oper. Res. – volume: 6 year: 2016 ident: bib0032 article-title: Attribution of hydrological change in Heihe River Basin to climate and land-use change in the past three decades publication-title: Sci. Rep. – volume: 520 start-page: 300 year: 2015 end-page: 313 ident: bib0056 article-title: Assessment of global aridity change publication-title: J. Hydrol. – volume: 11 start-page: 1398 year: 2019 ident: bib0011 article-title: Impacts of Climate Change and Land-Use Change on Hydrological Extremes in the Jinsha River Basin publication-title: Water. – volume: 36 start-page: 3309 year: 2009 end-page: 3318 ident: bib0024 article-title: Identification of relationship between sunspots and natural runoff in the Yellow River based on discrete wavelet analysis publication-title: Expert Syst. Appl. – volume: 9 start-page: 1735 year: 1997 end-page: 1780 ident: bib0017 article-title: Long short-term memory publication-title: Neural Comput – volume: 53 start-page: 357 year: 2014 end-page: 381 ident: bib0053 article-title: A Comprehensive Land-Use/Hydrological Modeling System for Scenario Simulations in the Elbow River Watershed, Alberta, Canada publication-title: Environ. Manage. – volume: 510 start-page: 259 year: 2014 end-page: 279 ident: bib0048 article-title: Potential evapotranspiration-related uncertainty in climate change impacts on river flow: an assessment for the Mekong River basin publication-title: J. Hydrol. – volume: 139 start-page: 229 year: 2016 end-page: 243 ident: bib0050 article-title: Climate change in the Blue Nile Basin Ethiopia: implications for water resources and sediment transport publication-title: Clim. Change – volume: 573 start-page: 444 year: 2016 end-page: 457 ident: bib0021 article-title: A system dynamics simulation model for sustainable water resources management and agricultural development in the volta river basin, ghana publication-title: Sci. Total Enviro. – volume: 168 start-page: 105245 year: 2020 ident: bib68 article-title: An inexact modeling approach for supporting water resources allocation under natural and social complexities in a border city of China and Myanmar. Resources publication-title: Resour. Conserv. Recy. – volume: 539 start-page: 429 year: 2016 end-page: 446 ident: bib0005 article-title: Projected changes in precipitation and temperature over the Canadian Prairie Provinces using the Generalized Linear Model statistical downscaling approach publication-title: J. Hydrol. – volume: 548-549 start-page: 198 year: 2016 end-page: 210 ident: bib0029 article-title: Impacts of future climate change on river discharge based on hydrological inference: a case study of the grand river watershed in ontario, canada publication-title: Sci. Total Environ. – volume: 23 year: 2017 ident: bib0045 article-title: Identifying water resources management strategies in adaptation to climate change under uncertainty publication-title: Mitig. Adapt. Strat. Gl. – volume: 134 start-page: 1179 year: 2018 end-page: 1196 ident: bib0034 article-title: Statistical downscaling of precipitation using long short-term memory recurrent neural networks publication-title: Theor. Appl. Clim. – volume: 17 start-page: 59 year: 2007 end-page: 72 ident: bib0013 article-title: Assessing the robustness of adaptation decisions to climate change uncertainties: a case study on water resources management in the East of England publication-title: Global Environ. Chang. – volume: 10 start-page: 282 year: 1970 end-page: 290 ident: bib0035 article-title: River flow forecasting through conceptual models. A Discussion of Principles publication-title: J. Hydrol. – volume: 556 start-page: 1192 year: 2018 end-page: 1204 ident: bib0040 article-title: Estimation of the climate change impact on a catchment water balance using an ensemble of GCMs publication-title: J. Hydrol. – volume: 538 start-page: 117 year: 2016 end-page: 126 ident: bib0016 article-title: Correcting for systematic biases in GCM simulations in the frequency domain publication-title: J. Hydrol. – volume: 95 start-page: 930 year: 2018 end-page: 938 ident: bib0023 article-title: A multi-stage fuzzy stochastic programming method for water resources management with the consideration of ecological water demand publication-title: Ecol. Indic. – volume: 125 start-page: 381 year: 2016 end-page: 397 ident: bib0014 article-title: Bivariate hydrologic risk analysis based on a coupled entropy-copula method for the Xiangxi River in the Three Gorges Reservoir area publication-title: China. Theor. Appl. Clim. – volume: 22 start-page: 67 year: 2017 end-page: 83 ident: bib0051 article-title: Impacts of climate change on water resources in the Yellow River basin and identification of global adaptation strategies publication-title: Mitig. Adapt. Strat. Gl. – volume: 29 start-page: 1781 year: 2015 end-page: 1795 ident: bib0037 article-title: Impacts of climate change under CMIP5 RCP scenarios on streamflow in the Huangnizhuang catchment publication-title: Stoch. Environ. Res. Risk Assess. – volume: 8 start-page: 994 year: 2008 end-page: 1000 ident: bib0054 article-title: Evaluation of ecological water requirement based on hydrological cycle analysis publication-title: J. Hydraul. Eng. – volume: 228 start-page: 217 year: 2013 end-page: 225 ident: bib0046 article-title: Inexact joint-probabilistic chance-constrained programming with left-hand-side randomness: an application to solid waste management publication-title: Eur. J. Oper. Res. – volume: 35 start-page: 233 year: 1999 end-page: 241 ident: bib0022 article-title: Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation publication-title: Water Resour. Res. – volume: 486 start-page: 1 year: 2013 end-page: 30 ident: bib0049 article-title: Assessment of uncertainty in river flow projections for the Mekong River using multiple GCMs and hydrological models publication-title: J. Hydrol. – volume: 179 start-page: 4261 year: 2009 end-page: 4276 ident: bib0026 article-title: Fuzzy-stochastic-based violation analysis method for planning water resources management systems with uncertain information publication-title: Inform. Sciences. – volume: 19 year: 2018 ident: bib0061 article-title: Hydrologic impacts of ensemble-RCM-projected climate changes in the athabasca river basin, canada publication-title: J. Hydrometeorol. – volume: 10 start-page: 2829 year: 2018 end-page: 2843 ident: bib0019 article-title: High-Resolution Land Surface Modeling of Hydrological Changes Over the Sanjiangyuan Region in the Eastern Tibetan Plateau: 2. Impact of Climate and Land Cover Change publication-title: J. Adv. Model. Earth Sy. – volume: 2 start-page: 329 year: 2011 end-page: 345 ident: bib0004 article-title: Tracking dynamic land-use change using spatially explicit Markov Chain based on cellular automata: the case of Tehran publication-title: Int. J. Image Data Fusion. – volume: 365 start-page: 156 year: 2009 end-page: 172 ident: bib0043 article-title: An approach for predicting groundwater recharge in mountainous watersheds publication-title: J. Hydrol. – volume: 115 start-page: 629 year: 2012 end-page: 666 ident: bib0030 article-title: Statistical downscaling of daily climate variables for climate change impact assessment over New South Wales publication-title: Australia. Clim. Change – volume: 94 start-page: 430 year: 2018 end-page: 445 ident: bib0052 article-title: Projections of future land use changes: multiple scenarios -based impacts analysis on ecosystem services for Wuhan city, China publication-title: Ecol Indic – volume: 6 start-page: 73 year: 1959 end-page: 79 ident: bib0009 article-title: Chance-Constrained Programming publication-title: Manage. Sci. – volume: 8 start-page: 301 year: 1975 end-page: 357 ident: bib0059 article-title: The concept of a linguistic variable and its application to approximate reasoning—II publication-title: Inf. Sci. – volume: 139 start-page: 1178 year: 2013 end-page: 1197 ident: bib0012 article-title: Inexact Chance-Constrained Waste-Load Allocation Model for Water Quality Management of Xiangxihe River publication-title: J. Environ. Eng. – volume: 25 start-page: 721 year: 2011 ident: 10.1016/j.advwatres.2021.103986_bib0008 article-title: An inexact programming approach for supporting ecologically sustainable water supply with the consideration of uncertain water demand by ecosystems publication-title: Stoch. Environ. Res. Risk Assess. doi: 10.1007/s00477-011-0477-5 – volume: 10 start-page: 2829 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0019 article-title: High-Resolution Land Surface Modeling of Hydrological Changes Over the Sanjiangyuan Region in the Eastern Tibetan Plateau: 2. Impact of Climate and Land Cover Change publication-title: J. Adv. Model. Earth Sy. doi: 10.1029/2018MS001413 – volume: 565 start-page: 106 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0060 article-title: Continuous separation of land-use and climate effects on the past and future water balance publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2018.08.022 – volume: 20 start-page: 1331 issue: 2 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0007 article-title: Impacts of climate change under CMIP5 RCP scenarios on the streamflow in the Dinder River and ecosystem habitats in Dinder National Park publication-title: Sudan. Hydrol. Earth Syst. Sc. doi: 10.5194/hess-20-1331-2016 – volume: 6 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0032 article-title: Attribution of hydrological change in Heihe River Basin to climate and land-use change in the past three decades publication-title: Sci. Rep. doi: 10.1038/srep33704 – volume: 29 start-page: 776 year: 2006 ident: 10.1016/j.advwatres.2021.103986_bib0028 article-title: An interval-parameter multi-stage stochastic programming model for water resources management under uncertainty publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2005.07.008 – start-page: 391 year: 1972 ident: 10.1016/j.advwatres.2021.103986_bib0010 article-title: Chance constrained programming: an extension of statistical method publication-title: Optimizing Methods Stat – volume: 2 start-page: 248 year: 2012 ident: 10.1016/j.advwatres.2021.103986_bib0042 article-title: Global warming under old an new scenarios using IPCC climate sensitivity range estimates publication-title: Nat. Clim. Change. doi: 10.1038/nclimate1385 – volume: 8 start-page: 301 year: 1975 ident: 10.1016/j.advwatres.2021.103986_bib0059 article-title: The concept of a linguistic variable and its application to approximate reasoning—II publication-title: Inf. Sci. doi: 10.1016/0020-0255(75)90046-8 – volume: 115 start-page: 629 year: 2012 ident: 10.1016/j.advwatres.2021.103986_bib0030 article-title: Statistical downscaling of daily climate variables for climate change impact assessment over New South Wales publication-title: Australia. Clim. Change doi: 10.1007/s10584-012-0464-y – volume: 142 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0041 article-title: Climate-Adaptive Water Year Typing for Instream Flow Requirements in California's Sierra Nevada publication-title: J. Water Res. Plan. Man. – volume: 168 start-page: 105245 year: 2020 ident: 10.1016/j.advwatres.2021.103986_bib68 article-title: An inexact modeling approach for supporting water resources allocation under natural and social complexities in a border city of China and Myanmar. Resources publication-title: Resour. Conserv. Recy. doi: 10.1016/j.resconrec.2020.105245 – volume: 31 start-page: 123 issue: 2 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib67 article-title: Water Quality Risk Assessment for the Laoguanhe River of China Using a Stochastic Simulation Method publication-title: J. Environ. Inform. – volume: 134 start-page: 1179 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0034 article-title: Statistical downscaling of precipitation using long short-term memory recurrent neural networks publication-title: Theor. Appl. Clim. doi: 10.1007/s00704-017-2307-2 – volume: 24 start-page: 786 year: 2009 ident: 10.1016/j.advwatres.2021.103986_bib0027 article-title: A multi-stage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management publication-title: Environ. Model. Software. doi: 10.1016/j.envsoft.2008.11.008 – volume: 556 start-page: 1192 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0040 article-title: Estimation of the climate change impact on a catchment water balance using an ensemble of GCMs publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2017.02.016 – volume: 35 start-page: 233 year: 1999 ident: 10.1016/j.advwatres.2021.103986_bib0022 article-title: Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation publication-title: Water Resour. Res. doi: 10.1029/1998WR900018 – volume: 27 start-page: 72 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0036 article-title: An Extended Two-stage Stochastic Programming Approach for Water Resources Management under Uncertainty publication-title: J. Environ. Inform. – volume: 139 start-page: 229 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0050 article-title: Climate change in the Blue Nile Basin Ethiopia: implications for water resources and sediment transport publication-title: Clim. Change doi: 10.1007/s10584-016-1785-z – volume: 539 start-page: 429 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0005 article-title: Projected changes in precipitation and temperature over the Canadian Prairie Provinces using the Generalized Linear Model statistical downscaling approach publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2016.05.044 – volume: 95 start-page: 930 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0023 article-title: A multi-stage fuzzy stochastic programming method for water resources management with the consideration of ecological water demand publication-title: Ecol. Indic. doi: 10.1016/j.ecolind.2018.07.029 – volume: 365 start-page: 156 year: 2009 ident: 10.1016/j.advwatres.2021.103986_bib0043 article-title: An approach for predicting groundwater recharge in mountainous watersheds publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2008.11.023 – volume: 2 start-page: 329 year: 2011 ident: 10.1016/j.advwatres.2021.103986_bib0004 article-title: Tracking dynamic land-use change using spatially explicit Markov Chain based on cellular automata: the case of Tehran publication-title: Int. J. Image Data Fusion. doi: 10.1080/19479832.2011.605397 – volume: 36 start-page: 3309 year: 2009 ident: 10.1016/j.advwatres.2021.103986_bib0024 article-title: Identification of relationship between sunspots and natural runoff in the Yellow River based on discrete wavelet analysis publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2008.01.083 – volume: 519 start-page: 2932 year: 2014 ident: 10.1016/j.advwatres.2021.103986_bib0033 article-title: An assessment of CMIP5 multi-model decadal hindcasts over Australia from a hydrological viewpoint publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2014.07.053 – start-page: 35 year: 2002 ident: 10.1016/j.advwatres.2021.103986_bib0015 article-title: Multi-stage Stochastic Programming in Computational Finance – volume: 1 start-page: 6 year: 1976 ident: 10.1016/j.advwatres.2021.103986_bib0047 article-title: Instream Flow Regimens for Fish, Wildlife, Recreation and Related Environmental Resources publication-title: Fisheries doi: 10.1577/1548-8446(1976)001<0006:IFRFFW>2.0.CO;2 – volume: 331 start-page: 43 year: 2006 ident: 10.1016/j.advwatres.2021.103986_bib0002 article-title: Impact of climate change and development scenarios on flow patterns in the Okavango River publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2006.04.039 – volume: 40 start-page: 407 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0039 article-title: Novel robust fuzzy mathematical programming methods publication-title: Appl. Math. Model. doi: 10.1016/j.apm.2015.04.054 – volume: 8 start-page: 994 year: 2008 ident: 10.1016/j.advwatres.2021.103986_bib0054 article-title: Evaluation of ecological water requirement based on hydrological cycle analysis publication-title: J. Hydraul. Eng. – volume: 155 start-page: 111 issue: 1 year: 2019 ident: 10.1016/j.advwatres.2021.103986_bib69 article-title: Climatic variations within the dry valleys in southwestern China and the influences of artificial reservoirs publication-title: Climatic Change doi: 10.1007/s10584-019-02457-y – volume: 48 start-page: 4 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0044 article-title: Analysis of interactive effects of DEM resolution and basin subdivision level on runoff simulation in Kaidu River Basin publication-title: China. Hydrol. Res. – year: 2005 ident: 10.1016/j.advwatres.2021.103986_bib0031 – ident: 10.1016/j.advwatres.2021.103986_bib0025 doi: 10.4028/www.scientific.net/AMM.409-410.262 – volume: 10 start-page: 9 year: 2017 ident: 10.1016/j.advwatres.2021.103986_bib0003 article-title: Sustainable water demand management in the face of rapid urbanization and ground water depletion for social-ecological resilience building publication-title: Glob. Ecol. Conserv. doi: 10.1016/j.gecco.2017.01.005 – volume: 573 start-page: 444 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0021 article-title: A system dynamics simulation model for sustainable water resources management and agricultural development in the volta river basin, ghana publication-title: Sci. Total Enviro. doi: 10.1016/j.scitotenv.2016.08.081 – volume: 520 start-page: 300 year: 2015 ident: 10.1016/j.advwatres.2021.103986_bib0056 article-title: Assessment of global aridity change publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2014.11.033 – volume: 125 start-page: 381 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0014 article-title: Bivariate hydrologic risk analysis based on a coupled entropy-copula method for the Xiangxi River in the Three Gorges Reservoir area publication-title: China. Theor. Appl. Clim. doi: 10.1007/s00704-015-1505-z – volume: 548-549 start-page: 198 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0029 article-title: Impacts of future climate change on river discharge based on hydrological inference: a case study of the grand river watershed in ontario, canada publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2016.01.002 – volume: 192 issue: 1 year: 2021 ident: 10.1016/j.advwatres.2021.103986_bib0062 article-title: Simulation-based interval chance-constrained quadratic programming model for water quality management: a case study of the central grand river in ontario, canada publication-title: Environ. Res. – volume: 19 issue: 12 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0061 article-title: Hydrologic impacts of ensemble-RCM-projected climate changes in the athabasca river basin, canada publication-title: J. Hydrometeorol. doi: 10.1175/JHM-D-17-0232.1 – volume: 17 start-page: 59 issue: 1 year: 2007 ident: 10.1016/j.advwatres.2021.103986_bib0013 article-title: Assessing the robustness of adaptation decisions to climate change uncertainties: a case study on water resources management in the East of England publication-title: Global Environ. Chang. doi: 10.1016/j.gloenvcha.2006.11.005 – volume: 510 start-page: 259 year: 2014 ident: 10.1016/j.advwatres.2021.103986_bib0048 article-title: Potential evapotranspiration-related uncertainty in climate change impacts on river flow: an assessment for the Mekong River basin publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2013.12.010 – volume: 53 start-page: 357 year: 2014 ident: 10.1016/j.advwatres.2021.103986_bib0053 article-title: A Comprehensive Land-Use/Hydrological Modeling System for Scenario Simulations in the Elbow River Watershed, Alberta, Canada publication-title: Environ. Manage. doi: 10.1007/s00267-013-0220-8 – volume: 556 start-page: 523 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0058 article-title: Analyzing climate change impacts on water resources under uncertainty using an integrated simulation-optimization approach publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2017.11.016 – volume: 11 year: 2019 ident: 10.1016/j.advwatres.2021.103986_bib0057 article-title: Hydrological Responses to the Future Climate Change in a Data Scarce Region, Northwest China: application of Machine Learning Models publication-title: Water (Basel) – volume: 182 start-page: 937 issue: 1 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib71 article-title: Inexact fuzzy chance-constrained programming for community-scale urban stormwater management publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2018.02.009 – volume: 143 start-page: 611 year: 2002 ident: 10.1016/j.advwatres.2021.103986_bib0006 article-title: A model for conjunctive use of ground and surface water with opportunity costs publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(01)00339-3 – volume: 29 start-page: 1781 year: 2015 ident: 10.1016/j.advwatres.2021.103986_bib0037 article-title: Impacts of climate change under CMIP5 RCP scenarios on streamflow in the Huangnizhuang catchment publication-title: Stoch. Environ. Res. Risk Assess. doi: 10.1007/s00477-014-1018-9 – volume: 23 year: 2017 ident: 10.1016/j.advwatres.2021.103986_bib0045 article-title: Identifying water resources management strategies in adaptation to climate change under uncertainty publication-title: Mitig. Adapt. Strat. Gl. – volume: 486 start-page: 1 year: 2013 ident: 10.1016/j.advwatres.2021.103986_bib0049 article-title: Assessment of uncertainty in river flow projections for the Mekong River using multiple GCMs and hydrological models publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2013.01.029 – volume: 94 start-page: 430 year: 2018 ident: 10.1016/j.advwatres.2021.103986_bib0052 article-title: Projections of future land use changes: multiple scenarios -based impacts analysis on ecosystem services for Wuhan city, China publication-title: Ecol Indic doi: 10.1016/j.ecolind.2018.06.047 – volume: 249 year: 2019 ident: 10.1016/j.advwatres.2021.103986_bib0063 article-title: Development of an interval quadratic programming water quality management model and its solution algorithms publication-title: J. Clean. Prod. – volume: 9 start-page: 1735 year: 1997 ident: 10.1016/j.advwatres.2021.103986_bib0017 article-title: Long short-term memory publication-title: Neural Comput doi: 10.1162/neco.1997.9.8.1735 – volume: 160 start-page: 2640 year: 2009 ident: 10.1016/j.advwatres.2021.103986_bib0038 article-title: Fuzzy optimization for supply chain planning under supply, demand and process uncertainties publication-title: Fuzzy Set. Syst. doi: 10.1016/j.fss.2009.02.021 – volume: 153 start-page: 103947 year: 2021 ident: 10.1016/j.advwatres.2021.103986_bib70 article-title: Water footprint and consumption of hydropower from basin-constrained water mass balance publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2021.103947 – volume: 228 start-page: 217 year: 2013 ident: 10.1016/j.advwatres.2021.103986_bib0046 article-title: Inexact joint-probabilistic chance-constrained programming with left-hand-side randomness: an application to solid waste management publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2013.01.011 – volume: 121 start-page: 3 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0055 article-title: Quantification of precipitation and temperature uncertainties simulated by CMIP3 and CMIP5 models publication-title: J. Geophys. Res-Atmos. doi: 10.1002/2015JD023719 – volume: 11 start-page: 1398 issue: 7 year: 2019 ident: 10.1016/j.advwatres.2021.103986_bib0011 article-title: Impacts of Climate Change and Land-Use Change on Hydrological Extremes in the Jinsha River Basin publication-title: Water. doi: 10.3390/w11071398 – volume: 179 start-page: 4261 year: 2009 ident: 10.1016/j.advwatres.2021.103986_bib0026 article-title: Fuzzy-stochastic-based violation analysis method for planning water resources management systems with uncertain information publication-title: Inform. Sciences. doi: 10.1016/j.ins.2009.09.001 – volume: 139 start-page: 1178 year: 2013 ident: 10.1016/j.advwatres.2021.103986_bib0012 article-title: Inexact Chance-Constrained Waste-Load Allocation Model for Water Quality Management of Xiangxihe River publication-title: J. Environ. Eng. doi: 10.1061/(ASCE)EE.1943-7870.0000724 – volume: 22 start-page: 67 year: 2017 ident: 10.1016/j.advwatres.2021.103986_bib0051 article-title: Impacts of climate change on water resources in the Yellow River basin and identification of global adaptation strategies publication-title: Mitig. Adapt. Strat. Gl. doi: 10.1007/s11027-015-9664-x – volume: 6 start-page: 73 year: 1959 ident: 10.1016/j.advwatres.2021.103986_bib0009 article-title: Chance-Constrained Programming publication-title: Manage. Sci. doi: 10.1287/mnsc.6.1.73 – volume: 29 start-page: 435 year: 2009 ident: 10.1016/j.advwatres.2021.103986_bib0020 article-title: Rural sustainability under threat in Zimbabwe - Simulation of future land-use/cover changes in the Bindura district based on the Markov-cellular automata model publication-title: Appl. Geogr. doi: 10.1016/j.apgeog.2008.10.002 – volume: 538 start-page: 117 year: 2016 ident: 10.1016/j.advwatres.2021.103986_bib0016 article-title: Correcting for systematic biases in GCM simulations in the frequency domain publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2016.04.018 – volume: 17 start-page: 95 year: 2000 ident: 10.1016/j.advwatres.2021.103986_bib0018 article-title: An inexact two-stage stochastic programming model for water resources management under uncertainty publication-title: Civ. Eng. Environ. Syst. doi: 10.1080/02630250008970277 – volume: 10 start-page: 282 year: 1970 ident: 10.1016/j.advwatres.2021.103986_bib0035 article-title: River flow forecasting through conceptual models. A Discussion of Principles publication-title: J. Hydrol. doi: 10.1016/0022-1694(70)90255-6 |
| SSID | ssj0008472 |
| Score | 2.4020753 |
| Snippet | An integrated simulation-optimization modeling system (ISOMS) approach was developed for assessing adaptive strategies in response to coupled impacts of... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 103986 |
| SubjectTerms | Adaptive management case studies climate climate change Climate projection Ecology Hydrological simulation land use change Landuse projection risk stream flow temperature Uncertain optimization uncertainty water water allocation watersheds Yangtze River |
| Title | An integrated simulation-optimization modeling system for water resources management under coupled impacts of climate and land use variabilities with priority in ecological protection |
| URI | https://dx.doi.org/10.1016/j.advwatres.2021.103986 https://www.proquest.com/docview/2636389490 |
| Volume | 154 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3fS9xAEF7EUmgfSmtbaqsygq_pJbf5tb4dopwt-mKFewub3Qmk3CVH7k7xxX_Lf68zySbVUvDBx4SdZMlMZmd25_tGiCNMKApOUXmoKHwLzZj9YK49Rn36YxupWHOieHEZT6_DH7NotiVOeiwMl1U639_59NZbuzsj9zVHy7IcXfHhQJDQEha01YozRrCHCVv59_u_ZR7kfYeTBB79pMZL25tbzZgMShTHAQPQFYOq_79C_eOr2wXo7L145yJHmHST-yC2sNoRr09b1um7HfH2EbPgR_EwqWBggrCwKheuTZdXk49YOPAltH1wSAA6QmegCBZoqthA47b1V7AYCmSAAWcNmHqznNNDO4DlCuoCzLykyBdBVxa4VBI2K4QbSsM7FnDKxoE3fGHZlDV3y6O5AZre74Iji6AZfRLXZ6e_Tqae69HgGRmma48SLtSUkhSk0yA1uTJxUBRJZIpxKLXN88hqY20a-WQMBWKEpBJEGaNRxkopP4vtqq7wiwAfKdQrpDYybXnxU1XkJs1VmoR5LNHsirjXS2YcgTn30ZhnfaXa72xQaMYKzTqF7gp_EFx2HB7Pixz3is-emGNGK83zwoe9qWT0s_IJjK6w3tCgWHKEGCr_60te8E284auuDnFPbK-bDe5TbLTOD1rjPxCvJuc_p5d_AC6ZFnU |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3fb9MwELZGJwQ8IBggxs9D4jVqUidpzFs1berY1hc2qW-WY1-koDap0naIv4x_j7vEiRhC2gOvSS6xcvZ3d_bdd0J8xil5wRmqABW5b7GdMA7mJuCqz3DiEpUaDhSvFun8Jv66TJYH4qSvheG0So_9Haa3aO2vjP3fHG_KcvyNDweiKZmwqM1WXD4Qh8xOlYzE4ez8Yr4YAJkAeDhMYIE7aV7G3f4wXJZBseIk4hp0xXXV_zZSf8F1a4POnomn3nmEWTe-5-IAqyPx8LQlnv55JJ78QS74QvyaVTCQQTjYlmvfqSuoCSbWvv4S2lY4JAAdpzOQEws0VGyg8Tv7W1gPOTLANWcN2Hq_WdFLuxrLLdQF2FVJzi-CqRxwtiTstwi3FIl3ROAUkAPv-cKmKWtumEdjA7Q99ILni6ARvRQ3Z6fXJ_PAt2kIrIyzXUAxFxqKSgpSa5TZXNk0KoppYotJLI3L88QZ61yWhDQfCsQESSWIMkWrrJNSvhKjqq7wtYAQydsrpLEya6nxM1XkNstVNo3zVKI9FmmvF209hzm30ljpPlntux4UqlmhulPosQgHwU1H43G_yJde8frOjNRkbO4X_tRPFU3rlQ9hTIX1nh5KJTuJsQrf_M8HPopH8-urS315vrh4Kx7znS4t8Z0Y7Zo9vidXaZd_8EvhN5SAGSY |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+integrated+simulation-optimization+modeling+system+for+water+resources+management+under+coupled+impacts+of+climate+and+land+use+variabilities+with+priority+in+ecological+protection&rft.jtitle=Advances+in+water+resources&rft.au=Li%2C+Congcong&rft.au=Cai%2C+Yanpeng&rft.au=Tan%2C+Qian&rft.au=Wang%2C+Xuan&rft.date=2021-08-01&rft.issn=0309-1708&rft.volume=154+p.103986-&rft_id=info:doi/10.1016%2Fj.advwatres.2021.103986&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0309-1708&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0309-1708&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0309-1708&client=summon |