Application of Bigdata on the Voyage Data Recorder

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Project title

Code/計畫編號

109農科-9.2.1-子-F1

Translated Name/計畫中文名

大數據分析航程紀錄器(VDR)資料之應用研究

Funding Organization/主管機關

Council of Agriculture,Executive Yuan

Co-Investigator(s)/共同執行人

陳科仰(計畫主持人)
林忠宏

Department/Unit

Planning Division,Fisheries Agency,COA,Executive Yuan

Website

https://www.grb.gov.tw/search/planDetail?id=13674538

Year

2020

Start date/計畫起

01-01-2020

Expected Completion/計畫迄

31-12-2020

Co-Investigator(s)

Sheng-Ping Wang
Hsueh-Jung Lu
Cheng-Hsin Liao
William Wei-Yuan Hsu

Bugetid/研究經費

5259千元

ResearchField/研究領域

漁業

為探究台灣沿近漁業作業漁場與漁業活動之分布特性，本研究蒐集漁業署港口訪查員每日之查報資料，同時結合VDR船位動態資料，以分析台灣沿近海漁業作業漁船之努力量、漁獲量及漁獲魚種組成等，並利用delta-lognormal GLM推估之漁獲率，進行2019年臺灣沿近海漁業漁獲量之推估。本研究目的在建立台灣沿近海漁業活動資料庫，掌握作業漁船之作業漁場熱點及其漁獲魚種與漁獲量，以提供台灣沿近漁業管理政策擬訂時所需之參考資訊，建立科學管理台灣沿近海漁業資源之目標。 This project aims to explore distribution characteristics of fishing activities and grounds in the coastal water off Taiwan. Daily fisheries inspector data from Fisheries Agency will be collected and further integrated with Vessel data recorder (VDR) data to analyze catch effort, abundance, and composition of coastal fisheries in Taiwan. Furthermore, fisheries production in the coastal water off Taiwan will be estimated using delta-lognormal GLM-based catch rate. This project will also build up a comprehensive database for fishing activities in the water off Taiwan, including fishing hotspots, species, and abundance. Taken together, results from this project will be expected to provide crucial information required for fisheries management and policy making.

Keyword(s)

漁船航程紀錄器(VDR)
海洋資訊系統
沿近海漁業
漁業資源
U形線海域
漁船航程紀錄器讀取器
南中國海
漁船航程紀錄器
航程記錄器
漁業地理資訊系統
漁船管理
漁場
巨量資料
Voyage Data Recorder (VDR)
Oceanic information system
Coastal-offshore fishery
Fishery Resources
U-shape waters
VDRS
South China Sea
Voyage Data Recorder
Voyage Data Recorder
Fishery Geographic Information System (FGIS)
Fishing Boat Management
Fishing Gro

DSpace CRIS

Application of Bigdata on the Voyage Data Recorder

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Description