{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T22:40:05Z","timestamp":1749422405820,"version":"3.41.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030779764"},{"type":"electronic","value":"9783030779771"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-77977-1_40","type":"book-chapter","created":{"date-parts":[[2021,6,9]],"date-time":"2021-06-09T07:07:25Z","timestamp":1623222445000},"page":"502-515","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Towards a Coupled Migration and Weather Simulation: South Sudan Conflict"],"prefix":"10.1007","author":[{"given":"Alireza","family":"Jahani","sequence":"first","affiliation":[]},{"given":"Hamid","family":"Arabnejad","sequence":"additional","affiliation":[]},{"given":"Diana","family":"Suleimanova","sequence":"additional","affiliation":[]},{"given":"Milana","family":"Vuckovic","sequence":"additional","affiliation":[]},{"given":"Imran","family":"Mahmood","sequence":"additional","affiliation":[]},{"given":"Derek","family":"Groen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,6,9]]},"reference":[{"key":"40_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"869","DOI":"10.1007\/978-3-319-93701-4_69","volume-title":"Computational Science \u2013 ICCS 2018","author":"D Groen","year":"2018","unstructured":"Groen, D.: Development of a multiscale simulation approach for forced migration. In: Shi, Y., et al. (eds.) ICCS 2018. LNCS, vol. 10861, pp. 869\u2013875. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93701-4_69"},{"key":"40_CR2","unstructured":"IOM: South Sudan 2017 Humanitarian Response Plan (January - December 2017), Technical report, UN Office for the Coordination of Humanitarian Affairs (2017)"},{"key":"40_CR3","unstructured":"IOM: 2017 consolidated appeal - IOM South Sudan, Technical report, International Organization for Migration (2017)"},{"key":"40_CR4","unstructured":"OCHA: South Sudan: \\$1.6 billion needed to provide life-saving assistance and protection to 5.8 million people across the country (2017)"},{"issue":"4","key":"40_CR5","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1007\/s10729-007-9030-y","volume":"10","author":"J Anderson","year":"2007","unstructured":"Anderson, J., Chaturvedi, A., Cibulskis, M.: Simulation tools for developing policies for complex systems: Modeling the health and safety of refugee communities. Health Care Manag. Sci. 10(4), 331\u2013339 (2007)","journal-title":"Health Care Manag. Sci."},{"key":"40_CR6","doi-asserted-by":"crossref","unstructured":"Johnson, R.T., Lampe, T.A., Seichter, S.: Calibration of an agent-based simulation model depicting a refugee camp scenario. In: Proceedings of the 2009 Winter Simulation Conference (WSC), pp. 1778\u20131786. IEEE (2009)","DOI":"10.1109\/WSC.2009.5429180"},{"issue":"1","key":"40_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1478-4505-12-28","volume":"12","author":"D Bishai","year":"2014","unstructured":"Bishai, D., Paina, L., Li, Q., Peters, D.H., Hyder, A.A.: Advancing the application of systems thinking in health: why cure crowds out prevention. Health Res. Policy Syst. 12(1), 1\u201312 (2014)","journal-title":"Health Res. Policy Syst."},{"key":"40_CR8","unstructured":"Lemos, C., Coelho, H., Lopes, R.J., et al.: Agent-based modeling of social conflict, civil violence and revolution: state-of-the-art-review and further prospects. In: EUMAS, pp. 124\u2013138, Toulouse (2013)"},{"key":"40_CR9","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.compenvurbsys.2013.05.003","volume":"41","author":"AT Crooks","year":"2013","unstructured":"Crooks, A.T., Wise, S.: GIS and agent-based models for humanitarian assistance. Comput. Environ. Urban Syst. 41, 100\u2013111 (2013)","journal-title":"Comput. Environ. Urban Syst."},{"issue":"34","key":"40_CR10","doi-asserted-by":"publisher","first-page":"E7914","DOI":"10.1073\/pnas.1800373115","volume":"115","author":"M Simon","year":"2018","unstructured":"Simon, M., Schwartz, C., Hudson, D., Johnson, S.D.: A data-driven computational model on the effects of immigration policies. Proc. Natl. Acad. Sci. 115(34), E7914\u2013E7923 (2018)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"1","key":"40_CR11","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/s10680-015-9362-0","volume":"32","author":"A Klabunde","year":"2016","unstructured":"Klabunde, A., Willekens, F.: Decision-making in agent-based models of migration: state of the art and challenges. Eur. J. Popul. 32(1), 73\u201397 (2016)","journal-title":"Eur. J. Popul."},{"key":"40_CR12","doi-asserted-by":"crossref","unstructured":"Groen, D., Bell, D., Arabnejad, H., Suleimenova, D., Taylor, S.J.E., Anagnostou, A.: Towards modelling the effect of evolving violence on forced migration. In: 2019 Winter Simulation Conference (WSC), pp. 297\u2013307. IEEE (2019)","DOI":"10.1109\/WSC40007.2019.9004683"},{"issue":"1","key":"40_CR13","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/s41939-017-0006-4","volume":"1","author":"B Chopard","year":"2018","unstructured":"Chopard, B., Falcone, J.-L., Kunzli, P., Veen, L., Hoekstra, A.: Multiscale modeling: recent progress and open questions. Multiscale Multidisc. Model. Exp. Des. 1(1), 57\u201368 (2018)","journal-title":"Multiscale Multidisc. Model. Exp. Des."},{"issue":"1","key":"40_CR14","doi-asserted-by":"publisher","first-page":"14","DOI":"10.18564\/jasss.3669","volume":"21","author":"N Gilbert","year":"2018","unstructured":"Gilbert, N., Ahrweiler, P., Barbrook-Johnson, P., Narasimhan, K.P., Wilkinson, H.: Computational modelling of public policy: reflections on practice. J. Artif. Soc. Soc. Simul. 21(1), 14 (2018)","journal-title":"J. Artif. Soc. Soc. Simul."},{"key":"40_CR15","doi-asserted-by":"crossref","unstructured":"Suleimenova, D., Groen, D.: How policy decisions affect refugee journeys in South Sudan: a study using automated ensemble simulations. J. Artif. Soc. Soc. Simul. (2020)","DOI":"10.18564\/jasss.4193"},{"key":"40_CR16","doi-asserted-by":"publisher","first-page":"101568","DOI":"10.1016\/j.compenvurbsys.2020.101568","volume":"85","author":"C Searle","year":"2021","unstructured":"Searle, C., van Vuuren, J.: Modelling forced migration: a framework for conflict-induced forced migration modelling according to an agent-based approach. Comput. Env. Urban Syst. 85, 101568 (2021)","journal-title":"Comput. Env. Urban Syst."},{"key":"40_CR17","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.jocs.2017.07.004","volume":"22","author":"S Alowayyed","year":"2017","unstructured":"Alowayyed, S., Groen, D., Coveney, P.V., Hoekstra, A.G.: Multiscale computing in the exascale era. J. Comput. Sci. 22, 15\u201325 (2017)","journal-title":"J. Comput. Sci."},{"key":"40_CR18","unstructured":"Disney, G., Wi\u015bniowski, A., Forster, J.J., Smith, P.W.F., Bijak, J.: Evaluation of existing migration forecasting methods and models, Report for the Migration Advisory Committee: Commissioned research. University of Southampton, ESRC Centre for Population Change (2015)"},{"key":"40_CR19","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1093\/jrs\/fen024","volume":"21","author":"S Edwards","year":"2008","unstructured":"Edwards, S.: Computational tools in predicting and assessing forced migration. J. Refugee Stud. 21, 347\u2013359 (2008)","journal-title":"J. Refugee Stud."},{"key":"40_CR20","unstructured":"Ahmed, M.N., et al.: A Multi-scale approach to data-driven mass migration analysis. In: SoGood@ ECML-PKDD, p. 17 (2016)"},{"key":"40_CR21","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/j.gloenvcha.2018.12.003","volume":"54","author":"GJ Abel","year":"2019","unstructured":"Abel, G.J., Brottrager, M., Cuaresma, J.C., Muttarak, R.: Climate, conflict and forced migration. Glob. Environ. Chang. 54, 239\u2013249 (2019)","journal-title":"Glob. Environ. Chang."},{"key":"40_CR22","doi-asserted-by":"publisher","first-page":"S3","DOI":"10.1016\/j.gloenvcha.2011.10.001","volume":"21","author":"R Black","year":"2011","unstructured":"Black, R., Adger, W.N., Arnell, N.W., Dercon, S., Geddes, A., Thomas, D.: The effect of environmental change on human migration. Glob. Environ. Chang. 21, S3\u2013S11 (2011)","journal-title":"Glob. Environ. Chang."},{"issue":"1","key":"40_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-017-13828-9","volume":"7","author":"D Suleimenova","year":"2017","unstructured":"Suleimenova, D., Bell, D., Groen, D.: A generalized simulation development approach for predicting refugee destinations. Sci. Rep. 7(1), 1\u201313 (2017)","journal-title":"Sci. Rep."},{"key":"40_CR24","unstructured":"Veen, L.E., Hoekstra, A.G.: MUSCLE3 Readthedocs (2020)"},{"key":"40_CR25","unstructured":"WorldBank: South sudan historical climate data (2016). https:\/\/climateknowledgeportal.worldbank.org\/country\/south-sudan\/climate-data-historical"},{"key":"40_CR26","doi-asserted-by":"publisher","unstructured":"Hersbach, H., et al.: Era5 hourly data on single levels from 1979 to present (2018). https:\/\/doi.org\/10.24381\/cds.adbb2d47l. Accessed 11 Feb 2021","DOI":"10.24381\/cds.adbb2d47l"},{"key":"40_CR27","doi-asserted-by":"publisher","unstructured":"Harrigan, S., Zsoter, E., Barnard, C.W.F., Salamon, P., Prudhomme, C.: River discharge and related historical data from the global flood awareness system, v2.1 (2019). https:\/\/doi.org\/10.24381\/cds.a4fdd6b9. Accessed 11 Feb 2021","DOI":"10.24381\/cds.a4fdd6b9"}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2021"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-77977-1_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T22:04:15Z","timestamp":1749420255000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-77977-1_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030779764","9783030779771"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-77977-1_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"9 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Krakow","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 June 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 June 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccs-computsci2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iccs-meeting.org\/iccs2021\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"156","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"48","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"14","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"31% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.8","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.9","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"212 full and 43 short papers were selected from 479 submissions to the workshops\/ thematic tracks. The conference was held virtually.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}