Ground-truthing social vulnerability indices of Alaska fishing communities

被引:13
|
作者
Lavoie, Anna [1 ,2 ]
Sparks, Kim [1 ,2 ]
Kasperski, Stephen [2 ]
Himes-Cornell, Amber [3 ]
Hoelting, Kristin [4 ]
Maguire, Conor [5 ]
机构
[1] Pacific States Marine Fisheries Commiss, 205 SE Spokane St,Suite 100, Portland, OR 97202 USA
[2] NOAA, Natl Marine Fisheries Serv, Alaska Fisheries Sci Ctr, Seattle, WA 98115 USA
[3] Univ Bretagne Occidentale, AMURE LABEX IUEM, Brest 3, France
[4] Colorado State Univ, Human Dimens Nat Resources, Ft Collins, CO 80523 USA
[5] Cent Washington Univ, Cultural & Environm Resource Management, Ellensburg, WA USA
关键词
Alaska fishing communities; ground-truthing; social indices; social vulnerability; well-being; MANAGEMENT; INDICATORS; LIVELIHOODS; FRAMEWORK; SUSTAINABILITY; RESILIENCE; SCALE;
D O I
10.1080/08920753.2018.1498710
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Community vulnerability is increasingly evaluated through quantitative social indices, typically developed using secondary data sources rather than primary data collection. It is necessary to understand the validity of these indices if they will be used to inform policy and decision making. This paper presents a ground-truthing effort to validate quantitative indices that characterize the well-being of Alaska fishing communities. We utilized ethnographic data collected from 13 representative communities and a capital assets framework to ground-truth the indices, in which qualitative ranks of vulnerability were compared against quantitative indices. The majority (73.8%) of ranks were in complete or moderate agreement and the results indicate that most of the indices are representative of community vulnerability; yet some variables utilized to create the indices could be modified to better reflect realities in Alaska. Indices of commercial fishery engagement and reliance appeared to be more reliable than socio-economic indicators, particularly for smaller fishing communities. We also confirmed that the indices do not capture political, or ecological factors that affect levels of community vulnerability. We conclude that quantitative indices of community vulnerability are useful rapid assessment tools; however, they should be validated, and complemented with ethnographic data prior to their implementation as policy making and management tools.
引用
收藏
页码:359 / 387
页数:29
相关论文
共 50 条
  • [11] A ground-truthing tool for layout analysis performance evaluation
    Antonacopoulos, A
    Meng, H
    DOCUMENT ANALYSIS SYSTEM V, PROCEEDINGS, 2002, 2423 : 236 - 244
  • [12] GROUND-TRUTHING OF REMOTELY-SENSED ABANDONED WELLS
    JORDAN, JD
    SHIH, SF
    SOIL AND CROP SCIENCE SOCIETY OF FLORIDA PROCEEDINGS, 1988, 47 : 88 - 91
  • [13] Ground-truthing Large Human Behavior Monitoring Datasets
    Qasim, Tehreem
    Fisher, Robert B.
    Bhatti, Naeem
    2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 2763 - 2770
  • [14] Boots on the Ground at Yaxnohcah Ground-Truthing Lidar in a Complex Tropical Landscape
    Reese-Taylor, Kathryn
    Anaya Hernandez, Armando
    Flores Esquivel, F. C. A. Asta
    Monteleone, Kelly
    Uriarte, Alejandro
    Carr, Christopher
    Geovannini Acuna, Helga
    Carlos Fernandez-Diaz, Juan
    Peuramaki-Brown, Meaghan
    Dunning, Nicholas
    ADVANCES IN ARCHAEOLOGICAL PRACTICE, 2016, 4 (03): : 314 - 338
  • [15] Assessing climate change vulnerability in Alaska's fishing communities
    Himes-Cornell, Amber
    Kasperski, Stephen
    FISHERIES RESEARCH, 2015, 162 : 1 - 11
  • [16] Understanding vulnerability in Alaska fishing communities: A validation methodology for rapid assessment of indices related to well-being
    Himes-Cornell, Amber
    Maguire, Conor
    Kasperski, Stephen
    Hoelting, Kristin
    Pollnac, Richard
    OCEAN & COASTAL MANAGEMENT, 2016, 124 : 53 - 65
  • [17] Ground-truthing of a data driven landform map in southwest Australia
    Henne, Anicia
    Noble, Ryan
    Cole, Dave
    Hutcheon, Selina
    Lau, Ian C.
    Huang, Fang
    CATENA, 2025, 248
  • [18] Effective Ground-Truthing of Supervised Machine Learning for Drone Classification
    Sim, Jacob
    Jahangir, Mohammad
    Fioranelli, Francesco
    Baker, Chris J.
    Dale, Holly
    2019 INTERNATIONAL RADAR CONFERENCE (RADAR2019), 2019, : 228 - 232
  • [19] Ground-truthing the pyrite trace element proxy in modern euxinic settings
    Gregory, Daniel D.
    Lyons, Timothy W.
    Large, Ross R.
    Stepanov, Aleksandr S.
    AMERICAN MINERALOGIST, 2022, 107 (05) : 848 - 859
  • [20] A field method for statewide ground-truthing of a spatial pasture growth model
    Hassett, RC
    Wood, HL
    Carter, JO
    Danaher, TJ
    AUSTRALIAN JOURNAL OF EXPERIMENTAL AGRICULTURE, 2000, 40 (08): : 1069 - 1079