Yi-Jay Chang
  • 張以杰

    助理教授

  • 電話1:(02) 3366-1392
  • 電話2:(02) 3366-1638
  • 傳真:
  • 電子郵件1:yjchang@ntu.edu.tw
  • 電子郵件2:
  • 網站:http://fisherylab.wix.com/qfish
  • 研究室:海洋研究所411、413室
  • 專長領域:漁業生物學、數理漁業生態、魚類族群動態、漁業資源評估與管理
  • 學經歷:
    • 2016 臺灣大學海洋研究所助理教授
    • 2013 – 2016 漁業科學家,美國國家海洋漁業局太平洋島嶼漁業科學中心與夏威夷大學,海洋與大氣研究所
    • 2012 臺灣大學海洋研究博士後研究學者
    • 2008 美國緬因大學訪問學者
    • 2006 – 2011 臺灣大學海洋研究所博士
    • 2004 – 2005 臺灣大學海洋研究所碩士
    • 2000 – 2003 海洋大學環境生物與漁業科學系學士
  • 研究成果與著作:

      REFEREED PAPER
    • Tsai, W.P., Chang, Y.J., Liu, K.M., Chen, W.K., Chin, C.P. (2018) Assessment of the population decline risk for the bigeye thresher shark, Alopias superciliosus, in the western North Pacific using virtual population analysis and age-structured demographic analysis. Submitted to Fisheries Research (FISH7939R1, under second review).
    • Chang, Y.J., Lan, K.W., Hsieh, C.H., Walsh, W.A., Su, M.S., Hsu, J. (2018) Modelling the impacts of environmental variation on habitat suitability for Pacific saury in the northwestern Pacific Ocean. Submitted to Fisheries Research (FISH8123, under review).
    • Chang, H.Y., Sun, C.L., Yeh, S.Z., Chang, Y.J., Su, N.J., DiNardo, G. (2017) Reproductive biology of female striped marlin Kajikia audax in the western Pacific Ocean. Journal of Fish Biology doi:10.1111/jfb.13497, available online at wileyonlinelibrary.com
    • Carvalho, F, Punt, A.E., Chang, Y.J., Maunder, M.N., and Piner, K.R. (2017) Can diagnostic tests help identify model misspecification in integrated stock assessments? Fisheries Research, 192, 28-40.
    • Dichmont, C., Deng, R., Punt, A.E., Brodziak, J., Chang, Y.J., Cope, J., Ianelli, J., Legault, C., Methot, R., Porch, C., Prager, M., and Shertzer, K. (2016) A Review of Stock Assessment Packages in the United States. Fisheries Research. 183: 447-460.
    • Chang Y.J., Brodziak, J., O’Malley, J., Lee, H.H., DiNardo, G., and Sun, C.L. (2015) Model selection and multi-model inference for Bayesian surplus production models: A case study for Pacific blue and striped marlin. Fisheries Research, 166: 129-139.
    • Sun, C.L., Chang, H.Y., Liu, T.Y., Yeh, S.Z., and Chang, Y.J. (2015) Reproductive biology of the black marlin, Istiompax indica, off southwestern and eastern Taiwan. Fisheries Research, 166: 12-20.
    • Lin Y.J., Sun, C.L., Chang, Y.J., and Tzeng, W.N. (2015) Sensitivity of yield-per-recruit and spawning-biomass-per-recruit models to bias and imprecision in life history parameters: an example based on life history parameters of Japanese eel (Anguilla japonica). Fishery Bulletin, 113: 302-312.
    • Lee, H.H., Piner, K.R., Hinton, M.G., Chang, Y.J., Kimoto, A., Kanaiwa, M., Su, N.J., Walsh, W., Sun, C.L., and DiNardo, G. (2014) Sex-structured population dynamics of blue marlin Makaira nigricans in the Pacific Ocean. Fisheries Science, 80: 869-878.
    • Sun, C.L., Chang, H.Y., Liu, T.Y., Yeh, S.Z., and Chang, Y.J. (2014) Reproductive biology of the black marlin, Istiompax indica, off southwestern and eastern Taiwan. Fisheries Research, 166: 12-20.
    • Deroba, J.J., Butterworth, D.S., Methot, R.D. Jr., De Oliveira, J.A.A., Fernandez, C., Nielsen, A., Cadrin, S.X., Dickey-Collas, M., Legault, C.M., Ianelli, J., Valero, J.L., Needle, C.L., O'Malley, J.M., Chang, Y.J., Thompson, G.G., Canales, C., Swain, D.P., Miller, D.C.M., Hintzen, N.T., Bertignac, M., Ibaibarriaga, L., Silva, A., Murta, A., Kell, L.T., de Moor, C.L., Parma, A.M., Dichmont, C.M., Restrepo, V.R., Ye, Y., Jardim, E., Spencer, P.D., Hanselman, D.H., Blaylock, J., Mood, M., and Hulson, P.-J. F. (2014) Simulation testing the robustness of stock assessment models to error: some results from the ICES strategic initiative on stock assessment methods. ICES Journal of Marine Science, 72: 19-30.
    • Chang, Y.J., Sun, C.L., Chen, Y., Yeh, S.Z., DiNardo, G., and Su, N.J. (2013) Modelling the impacts of environmental variation on the habitat suitability of swordfish, Xiphias gladius, in the equatorial Atlantic Ocean. ICES Journal of Marine Science, 70, 1000-1012.
    • Sun, C.L., Yeh, S.Z., Chang, Y.J., Chang, H.Y., and Chu, S.L. (2013) Reproductive biology of female bigeye tuna Thunnus obesus in the western Pacific Ocean. Journal of Fish Biology, 83: 250-271.
    • Su, N.J., Sun, C.L., Punt, A.E., Yeh, S.Z., DiNardo, G., and Chang, Y.J. (2013) An ensemble analysis to predict future habitats of striped marlin (Kajikia audax) in the North Pacific Ocean. ICES Journal of Marine Science, 70: 1013-1022.
    • Su, N.J., Sun, C.L., Punt, A.E., Yeh, S.Z., Chiang, W.C., Chang, Y.J., and Chang, H.Y. (2013) Effects of sexual dimorphism on population parameters and exploitation ratios of blue marlin (Makaira nigricans) in the northwest Pacific Ocean. Aquatic Living Resources, 26: 19-24.
    • Chen, Y.K., Chang, Y.J., Sun, C.L., Wu, C.L., Liu, D.C., and Su, W.C. (2012) Identification of the relationship between environmental features and copepod abundances in the Kuroshio waters adjacent to eastern Taiwan using generalized additive models. Journal of the Fisheries Society of Taiwan, 38: 227-237.
    • Chang, Y.J., Sun, C.L., Chen, Y., and Yeh, S.Z. (2011) Modelling the growth of crustacean species. Reviews in Fish Biology and Fisheries, 22: 157-187.
    • Chang, Y.J., Sun, C.L., Chen, Yeh, S.Z., and DiNardo, G. (2011) Habitat suitability analysis and identification of potential fishing grounds for swordfish, Xiphias gladius, in the South Atlantic Ocean. International Journal of Remote Sensing, 33: 7523-7541.
    • Chang, Y.J., Sun, C.L., Chen, Y., Zhang, Y., and Yeh, S.Z. (2011) Incorporating climate changes into population dynamic modelling: an individual-based modelling approach for lobster. Canadian Journal of Fisheries and Aquatic Sciences 68: 122-136.
    • Zhang, Y., Chen, Y., and Chang, Y.J. (2011) Estimating biological reference points using individual-based per-recruit models for the Gulf of Maine American lobster, Homarus americanus, fishery. Fisheries Research 108: 385-392.
    • Lin, Y.J., Chang, Y.J., Sun C.L., and Tzeng, W.N. (2010) Evaluation of the Japanese eel fishery in the lower reaches of the Kao-Ping River, southwestern Taiwan using a per-recruit analysis. Fisheries Research 106: 329-336.
    • Sun, C.L., Chang, Y.J., Tszeng, C.C., Yeh, S.Z., and Su, N.J. (2009) Reproductive biology of blue marlin (Makaira nigricans) in the western Pacific Ocean. Fishery Bulletin 107: 420-432.
    • Chang, Y.J., Sun, C.L., Chen, Y., Yeh, S.Z., and Chiang, W.C. (2009) Incorporating uncertainty into the estimation of biological reference points for a spiny lobster (Panulirus penicillatus) fishery. New Zealand Journal of Marine and Freshwater Research 43: 429-442.
    • Chang, Y.J., Sun, C.L., Chen, Y., Yeh, S.Z., and Chiang, W.C. (2007) Reproductive biology of the spiny lobster (Panulirus penecillatus) in southeastern coastal water off Taiwan. Marine Biology 151: 553-564.
    • Wang, S.P., Sun, C.L., Yeh, S.Z., Chiang, W.C., Su, N.J., and Chang, Y.J. (2006) Length distributions, weight-length relationships, and sex ratios at lengths for the billfishes in Taiwan waters. Bulletin of Marine Science 79: 865-869.

    • WORKING AND STOCK ASSESSMENT PAPER
    • Chang, Y.J., Hsieh, C.H., Huang, W.B., Chiang, T.H. (2017) Stock assessment of Pacific saury (Cololabis saira) in the Western North Pacific Ocean. 1st Technical Working Group on Pacific Saury Stock Assessment Meeting. 20-22 February 2017, Yokohama, Japan. NPFC-2017-TWG PSSA01-WP09.
    • Chang, Y.J., Hsieh, C.H., Huang, W.B., Hsu, J., Chiang, T.H. (2017) Stock assessment of Pacific saury (Cololabis saira) in the Western North Pacific Ocean through 2016. 2nd Technical Working Group on Pacific Saury Stock Assessment Meeting. 6-8 December 2017, Vladivostok, Russia. NPFC-2017-TWG PSSA02-WP15.
    • Huang, W.B., Chang, Y.J., Hsieh, C.H. (2017) CPUE standardization of Pacific saury (Cololabis saira) for the Taiwanese stick-held dip net fishery in the Northwestern Pacific Ocean. 2nd Technical Working Group on Pacific Saury Stock Assessment Meeting. 6-8 December 2017, Vladivostok, Russia. NPFC-2017-TWG PSSA02-WP03
    • Chang, Y.J., Chang, X.B., Sun, C.L. (2017) Determination of length-at-the first age for the Pacific blue marlin (Makaira nigricans) using dual hard-parts of fin-spines and otoliths. 1-7 June 2017, Keelung, Taiwan. ISC/17/BILLWG-1/5.
    • Chang, Y.J., Sun, C.L., Su, M.S., Su, N.J., Yeh, S.Z. (2017) Evaluating stock structure hypotheses for swordfish (Xiphias gladius) in the Pacific Ocean using size composition statistics of Taiwanese distant water longliners. 1-7 June 2017, Keelung, Taiwan. ISC/17/BILLWG-1/4.
    • Su, N.J., Sun, C.L., Chang, J.H., Chang, Y.J., Yeh, S.Z. (2017) Environmental effects on the spatial distribution of swordfish as inferred from data for the Taiwanese distant-water tuna longline fishery in the Pacific Ocean. 1-7 June 2017, Keelung, Taiwan. ISC/17/BILLWG-1/6.
    • Chang, Y.J., Langseth, B., Ijima, H., Kai, M. (2016) Stock Assessment Update for Blue Marlin (Makaira nigricans) in the Pacific Ocean through 2014. 22-30 March 2016, Busan, Korea. ISC/16/BILLWG-2/01
    • Carvalho, F., Walsh, W., Chang. Y.J. (2016) Standardized catch rates of blue marlin (Makaira nigricans) in the Hawaii-based longline fishery (1995-2014). 13-20 Jan. 2015, Honolulu, Hawaii. ISC/16/BILLWG-1/05
    • Chang. Y.J., Yau, A., Brodziak, J. (2016) Summary of blue marlin catch and size data from the Western and Central Pacific Fisheries Commission and the Inter-American Tropical Tuna Commission. 13-20 Jan. 2015, Honolulu, Hawaii. ISC/16/BILLWG-1/04
    • Chang, Y.J., Langseth, B., Yau, A., Brodziak, J. (2015) Preliminary Stock Assessment Update for Striped Marlin (Kajikia audax) in the Western and Central North Pacific Ocean through 2013. 16-17 April 2015, Yokohama, Japan. ISC/15/BILLWG‐2/01
    • Chang, Y.J., Fletcher, E., Walsh, W., Brodziak, J. (2015) Graphical Presentations of the Striped Marlin Kajikia audax Size Composition Data to be used in the 2015 Stock Assessment Update. 16-17 April 2015, Yokohama, Japan. ISC/15/BILLWG‐2/02.
    • Chang, Y.J., Walsh, W.A., and Brodziak, J. (2015) Updated time series associated with Hawaii-based longline vessels and striped marlin nominal CPUE based on the fishery observer data system. 13-20, January 2015. Honolulu, Hawaii. ISC/15/BILLWG‐1/02
    • Walsh, W. A., and Chang, Y.J. (2015) Standardization of Striped Marlin Kajikia audax CPUE for the Hawaii-based Longline Fishery during 1995–2013 using Generalized Linear Models: An Update from 2011. 13-20, January (2015) Honolulu, Hawaii. ISC/15/BILLWG‐1/03.
    • Yau, A.J.-Y., and Chang, Y.J. (2015) Summary of striped marlin (Kajikia audax) catch and size data from the Western and Central Pacific Fisheries Commission. 13-20, January 2015. Honolulu, Hawaii. ISC/15/BILLWG‐1/05
    • Yau, A.J-.Y., Chang, Y.J., and Brodziak, J., (2014) Stock assessment of swordfish (Xiphias gladius) in the Eastern Pacific Ocean through 2012. USA. ISC/14/BILLWG-1/01.
    • Chang, Y.J., Yau, A.J.-Y., and Brodziak, J., (2014) Stock assessment of Western and Central North Pacific Ocean swordfish (Xiphias gladius) through 2012. February11-19, (2014) Honolulu, Hawaii, USA. ISC/14/BILLWG-1/02.
    • Tagami, D., Wang, H., Chang, Y.J., (2014) Spatial Distribution of Swordfish Catches for longline fisheries in the Western and Central North Pacific and Eastern Ocean. February11-19, 2014. Honolulu, Hawaii, USA. ISC/14/BILLWG-1/03.
    • Lee, H.-H., Chang, Y.J., Hinton, M., Piner, K., Tagami, D., and Taylor, I., (2014) Blue marlin stock assessment in the Pacific Ocean. May 20-28, 2013. Shimizu, Japan. ISC/13/BILLWG-2/04.
    • Brodziak, J., O’Malley, J., Yau, A.J.-Y., and Chang, Y.J., (2013) Application of Bayesian production model to assess Pacific blue marlin (Makaira nigricans) in 2013. May 20-28, (2013) Shimizu, Japan. ISC/13/BILLWG-2/09.
    • Chang, Y.J., Brodziak, J., Lee, H.H., DiNardo, G., and Sun, C.L., (2013) Model selection uncertainty and multi-model inference in the generalized fishery production modeling: simulation study of the Pacific blue marlin stock. May 20-28, 2013. Shimizu, Japan. ISC/13/BILLWG-2/10.
    • Chang, Y.J., Brodziak, J., Lee, H.H., DiNardo, G., and Sun C.L. (2013) A Bayesian hierarchical meta-analysis of blue marlin (Makaira nigricans) growth in the Pacific Ocean. 16-23 January, Honolulu, USA. ISC/13/BILLWG-1/02.
    • Lee, H.H., and Chang, Y.J. (2013) Age-structured natural mortality for Pacific blue marlin based on meta-analysis and an ad hoc mortality model. 16-23 January, Honolulu, USA. ISC/13/BILLWG-1/07.
    • Sun, C.L., Su, N.J., Yeh, S.Z., and Chang, Y.J. (2013) Sex-specific growth parameters and natural mortality rates for blue marlin (Makaira nigricans) in the northwest Pacific Ocean. 16-23 January, Honolulu, USA. ISC/13/BILLWG-1/10.
    • Walsh, W., Chang, Y.J., and Lee, H.H. (2013) Catch statistics, size compositions, and CPUE standardizations for blue marlin Makaira nigricans in the Hawaii-based pelagic longline fishery in 1995-20111. 16-23 January, Honolulu, USA. ISC/13/BILLWG-1/13.
    • Thomas, L., Humphreys Jr., R., Chang, Y.J., and Sun, C.L. (2013) Review of life history parameters for blue marlin Makaira nigricans. 16-23 January, Honolulu, USA. ISC/13/BILLWG-1/12.
    • Sun, C.L., Su, N.J., Yeh, S.Z., and Chang, Y.J. (2012) A review of Taiwan’s blue marlin fisheries in the Pacific Ocean, 1958-2010. 2-9 April, Shanghai, China. ISC/12/BILLWG-1/04.
    • Sun, C.L., Chang, Y.J., Yeh, S.Z., and Su, N.J. (2012) A review of life history parameters of the Pacific blue marlin. The Intercessional Workshop of the Billfish Working Groups of the International Scientific Committee for Tuna and Tuna-like Species in the North Pacific Ocean (ISC). 2-9 April, Shanghai, China. ISC/12/BILLWG-1/06.
    • Sun, C.L., Chang, Y.J., Su, N.J., and Yeh, S.Z. (2011) A sensitivity study of age-structured production model (ASPM) for striped marlin (Kajikia audax) in the western and central North Pacific Ocean. 6-16, December, 2011. Hawaii, USA. ISC/11/BILLWG-3/06, 16 pp.
    • Sun, C.L., Su, N.J., Yeh, S.Z., and Chang, Y.J. (2011) Stock assessment of striped marlin (Kajikia audax) in the western and central North Pacific Ocean using an age-structured model. 6-16, December, 2011. Hawaii, USA. ISC/11/BILLWG-3/02, 11 pp.
    • Sun, C.L., Hsu, W.S., Su, N.J., Yeh, S.Z., Chang, Y.J., and Chiang, W.C. (2011) Age and growth of striped marlin (Kajikia audax) in waters off Taiwan: A revision. May 24-June 1, 2011. Taipei, Taiwan. ISC/11/BILLWG-2/07, 13 pp.
    • Sun, C.L., Chang, S.Y., Chang, Y.J., Yeh, S.Z., Su, N.J., Chiang, W.C., and Lin Y.J. (2011) Reproductive biology of male striped marlin, Kajikia audax, in the waters off Taiwan. May 24-June 1, 2011. Taipei, Taiwan. ISC/11/BILLWG-2/09, 18 pp.
    • Sun, C.L., Su, N.J., Yeh, S.Z., and Chang, Y.J. (2011) A review of Taiwan’s billfish fisheries in the North Pacific Ocean, 1997-2009. January 19-27, 2011. Honolulu, Hawaii, USA. ISC/11/BILLWG-1/01, 11 pp.
    • Sun, C.L., Su, N.J., Yeh, S.Z., and Chang, Y.J. (2011) Standardized catch-rates of striped marlin (Kajikia audax) for Taiwanese distant-water longline fishery in the North Pacific Ocean for 1967-(2009) January 19-27, 2011. Honolulu, Hawaii, USA. ISC/11/BILLWG-1/07, 11 pp.
    • Sun, C.L., Hsu, W.S., Su, N.J., Yeh, S.Z., Chang, Y.J., and Chiang, W.C. (2011) Age and growth of striped marlin (Kajikia audax) in waters off Taiwan. January 19-27, 2011. Honolulu, Hawaii, USA. ISC/11/BILLWG-1/09, 15 pp.
    • Sun, C.L., Chang, S.Y., Chang, Y.J., Yeh, S.Z., Su, N.J., and Chiang, W.C. (2011) Reproductive biology of female striped marlin, Kajikia audax, in the waters off Taiwan (preliminary). January 19-27, 2011. Honolulu, Hawaii, USA. ISC/11/BILLWG-1/11, 14 pp.
    • Sun, C.L., Chang, Y.J., Yeh, S.Z., and Wu, W.J. (2010) Standardizing catch and effort data for south Atlantic swordfish of the Taiwanese longline fishery. Collect. Vol. Sci. Pap. ICCAT, 65(1): 249-263.
    • Yeh, S.Z., Sun, C.L., Wang, S.P., and Chang, Y.J. (2007) Standardization of Taiwanese distant water tuna longline catch rates for swordfish in the North Pacific Ocean. March 19-26, 2007, Taipei, Taiwan. ISC/07/MARWG&SWOWG-1/14.
    • Sun, C.L., Yeh, S.Z., Wang, S.P., and Chang, Y.J. (2006) An update on landing and sex-specific size composition data of striped marlin and swordfish in the Taiwanese offshore and coastal fisheries. November 8-15 2006, Shimizu, Japan. ISC/06/MARWG&SWOWG-2/02, 7 pp.
    • Wang, S.P., Sun, C.L., Miyabe, N., Yeh, S.Z., Su, N.J., and Chang, Y.J. (2006) Stock assessment of bigeye tuna in the western and central Pacific Ocean using an age-structured production model. August 7-18, 2006, Manila, Philippine. WCPFC/SC2/SA IP-2, 8 pp.

  • 教學:
      資源評估模式:理論與實作
      族群生態與漁業資源永續(與王慧瑜老師合開)
      統計生態學與程式語言應用(與謝志豪及王慧瑜老師合開)