Adaptive land-use management in dynamic ecological system

Nanlin Jin; Daniel S. Chapman; Klaus Hubacek

doi:10.1007/978-3-642-01129-0_19

Adaptive land-use management in dynamic ecological system

Nanlin Jin^*
, Daniel S. Chapman
, Klaus Hubacek

^*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

1 Citation (Scopus)

Abstract

UK uplands are significantly important in the economy and the environment. There is also a debate on how the banning of managed burning will naffect the landscape of uplands. One difficulty in answering such a question comes from the fact that land-use management continuously adapts to dynamic biological environments, which in turn have many impacts on land-use decisions. This work demonstrates how evolutionary algorithms generate land-use strategies in dynamic biological environments over time. It also illustrates the influences on sheep grazing from banning managed burning in a study site.

Original language	English
Title of host publication	Applications of Evolutionary Computing - EvoWorkshops 2009
Subtitle of host publication	EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings
Pages	152-161
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-01129-0_19
Publication status	Published - 2009
Externally published	Yes
Event	Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG - Tubingen, Germany Duration: 15 Apr 2009 → 17 Apr 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5484 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Country/Territory	Germany
City	Tubingen
Period	15/04/09 → 17/04/09

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 15 Life on Land

Keywords

Dynamic optimization
Genetic algorithms

Access to Document

10.1007/978-3-642-01129-0_19

Cite this

Jin, N., Chapman, D. S., & Hubacek, K. (2009). Adaptive land-use management in dynamic ecological system. In Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings (pp. 152-161). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5484 LNCS). https://doi.org/10.1007/978-3-642-01129-0_19

Jin, Nanlin ; Chapman, Daniel S. ; Hubacek, Klaus. / Adaptive land-use management in dynamic ecological system. Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings. 2009. pp. 152-161 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Adaptive land-use management in dynamic ecological system",

abstract = "UK uplands are significantly important in the economy and the environment. There is also a debate on how the banning of managed burning will naffect the landscape of uplands. One difficulty in answering such a question comes from the fact that land-use management continuously adapts to dynamic biological environments, which in turn have many impacts on land-use decisions. This work demonstrates how evolutionary algorithms generate land-use strategies in dynamic biological environments over time. It also illustrates the influences on sheep grazing from banning managed burning in a study site.",

keywords = "Dynamic optimization, Genetic algorithms",

author = "Nanlin Jin and Chapman, \{Daniel S.\} and Klaus Hubacek",

year = "2009",

doi = "10.1007/978-3-642-01129-0\_19",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "Applications of Evolutionary Computing - EvoWorkshops 2009",

note = "Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG ; Conference date: 15-04-2009 Through 17-04-2009",

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Jin, N, Chapman, DS & Hubacek, K 2009, Adaptive land-use management in dynamic ecological system. in Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5484 LNCS, pp. 152-161, Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tubingen, Germany, 15/04/09. https://doi.org/10.1007/978-3-642-01129-0_19

Adaptive land-use management in dynamic ecological system. / Jin, Nanlin; Chapman, Daniel S.; Hubacek, Klaus.
Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings. 2009. p. 152-161 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5484 LNCS).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Adaptive land-use management in dynamic ecological system

AU - Jin, Nanlin

AU - Chapman, Daniel S.

AU - Hubacek, Klaus

PY - 2009

Y1 - 2009

N2 - UK uplands are significantly important in the economy and the environment. There is also a debate on how the banning of managed burning will naffect the landscape of uplands. One difficulty in answering such a question comes from the fact that land-use management continuously adapts to dynamic biological environments, which in turn have many impacts on land-use decisions. This work demonstrates how evolutionary algorithms generate land-use strategies in dynamic biological environments over time. It also illustrates the influences on sheep grazing from banning managed burning in a study site.

AB - UK uplands are significantly important in the economy and the environment. There is also a debate on how the banning of managed burning will naffect the landscape of uplands. One difficulty in answering such a question comes from the fact that land-use management continuously adapts to dynamic biological environments, which in turn have many impacts on land-use decisions. This work demonstrates how evolutionary algorithms generate land-use strategies in dynamic biological environments over time. It also illustrates the influences on sheep grazing from banning managed burning in a study site.

KW - Dynamic optimization

KW - Genetic algorithms

UR - https://www.scopus.com/pages/publications/67650679581

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DO - 10.1007/978-3-642-01129-0_19

M3 - Conference Proceeding

AN - SCOPUS:67650679581

SN - 3642011284

SN - 9783642011283

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 152

EP - 161

BT - Applications of Evolutionary Computing - EvoWorkshops 2009

T2 - Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG

Y2 - 15 April 2009 through 17 April 2009

ER -

Jin N, Chapman DS, Hubacek K. Adaptive land-use management in dynamic ecological system. In Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings. 2009. p. 152-161. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-01129-0_19

Adaptive land-use management in dynamic ecological system

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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Cite this