Sökning: WFRF:(Lindgren Petter) > (2020-2024) > Ecosystem Models Ba...
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000 | 05978naa a2200601 4500 | |
001 | oai:research.chalmers.se:d22ced85-f874-4e04-92a2-ea823ed6b895 | |
003 | SwePub | |
008 | 220901s2022 | |||||||||||000 ||eng| | |
009 | oai:gup.ub.gu.se/317409 | |
009 | oai:DiVA.org:liu-189139 | |
024 | 7 | a https://research.chalmers.se/publication/5317992 URI |
024 | 7 | a https://doi.org/10.1109/SAIS55783.2022.98330262 DOI |
024 | 7 | a https://gup.ub.gu.se/publication/3174092 URI |
024 | 7 | a https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-1891392 URI |
040 | a (SwePub)cthd (SwePub)gud (SwePub)liu | |
041 | a engb eng | |
042 | 9 SwePub | |
072 | 7 | a kon2 swepub-publicationtype |
072 | 7 | a ref2 swepub-contenttype |
100 | 1 | a Strannegård, Claes,d 1962u Gothenburg University,Göteborgs universitet,Institutionen för tillämpad informationsteknologi (GU),Department of Applied Information Technology (GU),Univ Gothenburg, Sweden; Chalmers, Sweden; Karolinska Inst, Sweden4 aut0 (Swepub:gu)xstrcl |
245 | 1 0 | a Ecosystem Models Based on Artificial Intelligence |
264 | 1 | b IEEE,c 2022 |
500 | a Funding Agencies|Chalmers Innovation Office | |
520 | a Ecosystem models can be used for understanding general phenomena of evolution, ecology, and ethology. They can also be used for analyzing and predicting the ecological consequences of human activities on specific ecosystems, e.g., the effects of agriculture, forestry, construction, hunting, and fishing. We argue that powerful ecosystem models need to include reasonable models of the physical environment and of animal behavior. We also argue that several well-known ecosystem models are unsatisfactory in this regard. Then we present the open-source ecosystem simulator Ecotwin, which is built on top of the game engine Unity. To model a specific ecosystem in Ecotwin, we first generate a 3D Unity model of the physical environment, based on topographic or bathymetric data. Then we insert digital 3D models of the organisms of interest into the environment model. Each organism is equipped with a genome and capable of sexual or asexual reproduction. An organism dies if it runs out of some vital resource or reaches its maximum age. The animal models are equipped with behavioral models that include sensors, actions, reward signals, and mechanisms of learning and decision-making. Finally, we illustrate how Ecotwin works by building and running one terrestrial and one marine ecosystem model. | |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Bioinformatik0 (SwePub)102032 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciencesx Bioinformatics0 (SwePub)102032 hsv//eng |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Systemvetenskap, informationssystem och informatik0 (SwePub)102022 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciencesx Information Systems0 (SwePub)102022 hsv//eng |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Datavetenskap0 (SwePub)102012 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciencesx Computer Sciences0 (SwePub)102012 hsv//eng |
650 | 7 | a NATURVETENSKAPx Biologi0 (SwePub)1062 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Biological Sciences0 (SwePub)1062 hsv//eng |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskap0 (SwePub)1022 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciences0 (SwePub)1022 hsv//eng |
700 | 1 | a Engsner, Niklas,d 1964u Karolinska Institutet,Chalmers tekniska högskola,Chalmers University of Technology,Chalmers, Sweden; Karolinska Inst, Sweden4 aut0 (Swepub:cth)nikeng |
700 | 1 | a Eisfeldt, Jesperu Karolinska Institutet,Karolinska Inst, Sweden4 aut |
700 | 1 | a Endler, Johnu Deakin University,Deakin Univ, Australia4 aut |
700 | 1 | a Hansson, Amandau Gothenburg University,Göteborgs universitet,Institutionen för biologi och miljövetenskap,Department of Biological and Environmental Sciences,Univ Gothenburg, Sweden4 aut |
700 | 1 | a Lindgren, Rasmusu Chalmers tekniska högskola,Chalmers University of Technology,Chalmers, Sweden4 aut |
700 | 1 | a Mostad, Petter,d 1964u Gothenburg University,Göteborgs universitet,Institutionen för matematiska vetenskaper,Department of Mathematical Sciences,Chalmers, Sweden; Univ Gothenburg, Sweden4 aut0 (Swepub:gu)xmospe |
700 | 1 | a Olsson, Simon,d 1985u Chalmers tekniska högskola,Chalmers University of Technology,Chalmers, Sweden4 aut0 (Swepub:cth)simonols |
700 | 1 | a Perini, Ireneu Linköpings universitet,Centrum för social och affektiv neurovetenskap,Medicinska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV4 aut0 (Swepub:liu)irepe41 |
700 | 1 | a Reese, Heather,d 1964u Gothenburg University,Göteborgs universitet,Institutionen för geovetenskaper,Department of Earth Sciences,Univ Gothenburg, Sweden4 aut0 (Swepub:gu)xreehe |
700 | 1 | a Taylan, Fulyau Karolinska Institutet,Karolinska Inst, Sweden4 aut |
700 | 1 | a Ulfsbäcker, Simonu Gothenburg University,Göteborgs universitet,Institutionen för tillämpad informationsteknologi (GU),Department of Applied Information Technology (GU),Univ Gothenburg, Sweden4 aut0 (Swepub:cth)seamoon |
700 | 1 | a Nordgren, Ann,d 1964u Gothenburg University,Göteborgs universitet,Institutionen för biomedicin,Institute of Biomedicine,Karolinska Inst, Sweden; Univ Gothenburg, Sweden4 aut0 (Swepub:gu)xnannb |
710 | 2 | a Göteborgs universitetb Institutionen för tillämpad informationsteknologi (GU)4 org |
773 | 0 | t 34th Workshop of the Swedish Artificial Intelligence Society, SAIS 2022d : IEEE |
773 | 0 | t Proceedings of the Swedish AI Society, SAIS-22d : IEEE |
856 | 4 8 | u https://research.chalmers.se/publication/531799 |
856 | 4 8 | u https://doi.org/10.1109/SAIS55783.2022.9833026 |
856 | 4 8 | u https://gup.ub.gu.se/publication/317409 |
856 | 4 8 | u https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-189139 |
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