1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | plutao.sid.inpe.br |
Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identifier | J8LNKAN8RW/3C63DSD |
Repository | dpi.inpe.br/plutao/2012/06.21.17.14.44 |
Last Update | 2012:08.24.13.31.36 (UTC) secretaria.cpa@dir.inpe.br |
Metadata Repository | dpi.inpe.br/plutao/2012/06.21.17.14.45 |
Metadata Last Update | 2018:06.05.00.01.42 (UTC) administrator |
Secondary Key | INPE--PRE/ |
Label | lattes: 5350911984549256 2 LeFeit:2012:ImHyAp |
Citation Key | LeFeit:2012:ImHyAp |
Title | Comparison of Two Common Empirical Methods to Model Land-Use Choices in a Multi-Agent System Simulation of Landscape Transition: Implication for a Hybrid Approach |
Year | 2012 |
Access Date | 2024, Apr. 25 |
Secondary Type | PRE CI |
Number of Files | 1 |
Size | 168 KiB |
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2. Context | |
Author | 1 Le, Quang Bao 2 Feitosa, Flávia da Fonseca |
Group | 1 2 DPI-OBT-INPE-MCTI-GOV-BR |
Affiliation | 1 Swiss 2 Federal 3 Institute 4 of 5 Technolog 6 Zurich 7 (ETH 8 Zurich), 9 Natural 10 and 11 Social\ 12 Instituto Nacional de Pesquisas Espaciais (INPE) |
Author e-Mail Address | 1 quang.le@env.ethz.ch 2 flavia@dpi.inpe.br |
Editor | R. Seppelt, A. A. Voinov, S. Lange, D. Bankamp |
e-Mail Address | flavia@dpi.inpe.br |
Conference Name | International Congress on Environmental Modelling and Software, International Environmental Modelling and Software Society (iEMSs), Managing Resources of a Limited Planet, Biennial Meeting, 6 |
Conference Location | Leipzig, Germany |
Date | 2012 |
Book Title | Proceedings |
Tertiary Type | Paper |
History (UTC) | 2012-06-22 00:10:59 :: lattes -> secretaria.cpa@dir.inpe.br :: 2012 2012-07-05 03:00:43 :: secretaria.cpa@dir.inpe.br -> banon :: 2012 2012-07-05 03:07:58 :: banon -> secretaria.cpa@dir.inpe.br :: 2012 2012-08-24 13:31:36 :: secretaria.cpa@dir.inpe.br -> administrator :: 2012 2018-06-05 00:01:42 :: administrator -> marciana :: 2012 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Content Type | External Contribution |
Keywords | land use human-environment system adaptive choice analysis multinominal logistic analysis tree classification analysis agent-based model Vietnam |
Abstract | Land-use choice routines embedded in a human-environment system (HES) model must meet more requirements than those in models typically presented in purely economic or psychological studies. This study compares the strengths and shortcomings of two common empirical methods - multi-nominal logistic (MNL) regression and classification tree (CT) analysis for specifying landuse choices in a multi-agent system simulation framework (Land Use Dynamics Simulator - LUDAS). First, we described design concepts of land-use decisionmaking mechanism in the LUDAS framework in which households land-use choice is a component. Next, we compared two common methods for modeling the landuse choice with respect to pre-established criteria: a MNL model was specified to represent assumed rational behavior of human agents, while the CT model used a data-fit hierarchical rule set to represent heuristic process of reflex behavior. The study was conducted based on an intensive household-farm survey in a Central Vietnams mountainous catchment. Based on the comparative analysis, we recommended explicit strategies for developing structurally realistic models that utilizes the complementarities of the both techniques to better represent bounded rational, yet adaptive, land-use choices in a HES model in the face of uncertainty. |
Area | SRE |
Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Comparison of Two... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | there are no files |
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4. Conditions of access and use | |
data URL | http://urlib.net/ibi/J8LNKAN8RW/3C63DSD |
zipped data URL | http://urlib.net/zip/J8LNKAN8RW/3C63DSD |
Language | en |
Target File | Le_Feitosa_iEMSs2012_Revised.pdf |
User Group | banon lattes secretaria.cpa@dir.inpe.br |
Visibility | shown |
Read Permission | allow from all |
Update Permission | not transferred |
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5. Allied materials | |
Next Higher Units | 8JMKD3MGPCW/3EQCCU5 |
Citing Item List | sid.inpe.br/bibdigital/2013/09.09.15.05 1 |
URL (untrusted data) | http://www.iemss.org/society/index.php/iemss-2012-proceedings |
Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
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6. Notes | |
Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi edition format isbn issn lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress readergroup resumeid rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark type versiontype volume |
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7. Description control | |
e-Mail (login) | marciana |
update | |
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