Zobrazeno 1 - 10 of 20 pro vyhledávání: '"Orhun Aydin"'
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Akademický článek
A five-year milestone: reflections on advances and limitations in GeoAI research
Autor: Yingjie Hu, Michael Goodchild, A-Xing Zhu, May Yuan, Orhun Aydin, Budhendra Bhaduri, Song Gao, Wenwen Li, Dalton Lunga, Shawn Newsam
Publikováno v: Annals of GIS, Vol 30, Iss 1, Pp 1-14 (2024)
ABSTRACTThe Annual Meeting of the American Association of Geographers (AAG) in 2023 marked a five-year milestone since the first Geospatial Artificial Intelligence (GeoAI) Symposium was held at AAG in 2018. In the past five years, progress has been m
Externí odkaz: https://doaj.org/article/f773a136d6da456f8ae996db85e3b4d8
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2
Akademický článek
Quantifying the Impact of a Tsunami on Data-Driven Earthquake Relief Zone Planning in Los Angeles County via Multivariate Spatial Optimization
Autor: Yueqi Gu, Orhun Aydin, Jacqueline Sosa
Publikováno v: Geosciences, Vol 11, Iss 2, p 99 (2021)
Post-earthquake relief zone planning is a multidisciplinary optimization problem, which required delineating zones that seek to minimize the loss of life and property. In this study, we offer an end-to-end workflow to define relief zone suitability a
Externí odkaz: https://doaj.org/article/1fae7366d0094b1fbefcc0da59549f00
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4
A quantitative comparison of regionalization methods
Autor: Ting-Hwan Lee, Orhun Aydin, Mark V. Janikas, Renato M. Assunção
Publikováno v: International Journal of Geographical Information Science. 35:2287-2315
Regionalization is the task of partitioning a set of contiguous areas into spatial clusters or regions. The theoretical and empirical literature focusing on regionalization is extensive, yet few qu...
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::44f097b6b8d7f3d5868583decc1a389a
https://doi.org/10.1080/13658816.2021.1905819
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7
Conservation planning implications of modeling seagrass habitats with sparse absence data: a balanced random forest approach
Autor: Orhun Aydin, Carlos Osorio-Murillo, Kevin A. Butler, Dawn Wright
Publikováno v: Journal of Coastal Conservation. 26
This paper presents a species distribution model (SDM) to quantify relationships between environmental variables and habitat suitability using unbalanced presence-absence data common in ecology. The proposed model applies a stratified sample balancin
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f3828a70ed123b62aaf08d6d9e7ad63f
https://doi.org/10.1007/s11852-022-00868-1
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9
Sensitivity Analysis for COVID-19 Epidemiological Models within a Geographic Framework
Autor: Orhun Aydin, Zhongying Wang
Publikováno v: COVID@SIGSPATIAL
Spatial sciences and geography have been integral to the modeling of and communicating information pertaining to the COVID-19 pandemic. Epidemiological models are being used within a geographic context to map the spread of the novel SARS-CoV-2 virus
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8af8d8b913b0351635ec16c4cf2b5adb
https://doi.org/10.1145/3423459.3430755
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10
Quantifying structural uncertainty on fault networks using a marked point process within a Bayesian framework
Autor: Orhun Aydin, Jef Caers
Publikováno v: Tectonophysics. :101-124
Faults are one of the building-blocks for subsurface modeling studies. Incomplete observations of subsurface fault networks lead to uncertainty pertaining to location, geometry and existence of faults. In practice, gaps in incomplete fault network ob
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::983e1b00794f412a28aa830400bfc969
https://doi.org/10.1016/j.tecto.2017.04.027
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