题名

應用網格化雨量資料建立臺灣各流域年尺度之雨量-流量關係

并列篇名

Using Gridded Rainfall Data to Construct Annual Rainfall-Runoff Relationships for Watersheds in Taiwan

DOI

10.6234/JGR.202112_(74).0002

作者

邱繼成(Chi-Cheng Chiu);林冠州(Guan-Zhou Lin);李宗祐(Tsung-Yu Lee);王文誠(Wen-Cheng Wang)

关键词

降雨—逕流關係 ; 水資源管理 ; 實際蒸發散 ; 逕流係數 ; rainfall-runoff relationship ; water resource management ; actual evapotranspiration ; runoff coefficient

期刊名称

地理研究

卷期/出版年月

74期(2021 / 12 / 01)

页次

37 - 60

内容语文

繁體中文

中文摘要

雨量轉換成河川流量的比例決定了直接可利用水資源量,然而卻鮮少研究全面性地針對全臺灣的集水區瞭解其雨量─流量關係,河川流量是區域發展的核心資源,其量化為評估區域水資源永續利用之必要步驟。本研究利用TCCIP公告的全臺灣雨量網格資料及水利署與臺灣電力公司所提供的流量資料,選定107個集水區分析其自1960年至2017年間平均年雨量、年流量、年逕流係數、年實際蒸發散的空間分佈及歷年之變化趨勢,並建立107個集水區年時間尺度之雨量─流量線性關係式(年流量=a×年雨量+b),做為河川流量水資源估計的基礎工具。結果顯示,全臺灣各集水區年流量在空間及時間上無顯著變化趨勢,然對應流量資料之年雨量卻普遍呈上升趨勢,儘管未達統計顯著卻導致共有21個集水區的逕流係數達顯著下降的趨勢並主要集中在北區與南區,而逕流係數顯著上升的區域則集中於中區及東區;所有集水區的雨量與流量均呈現非常好的線性關係且達到顯著,R^2值大於0.7的測站數高達71個;集水區間a、b值的差異及實際蒸發散的估計無空間分佈特性,且有25集水區的年流量大於年雨量,其原因待查。但不管其發生的原因為何,發生的原因均持續地且系統性地影響著雨流關係,顯示良好的雨量關係式仍有很高的應用價值。

英文摘要

Runoff or streamflow, rather than rainfall, is a directly abstracted water resource. Rainfall-runoff relationship informs the amount of rainfall being converted to runoff, which has been rarely documented for the island-wide watersheds in Taiwan. Runoff determines the regional development of Taiwan. Therefore, quantification of runoff is crucial for the evaluation of sustainable water resource use. In this study, gridded rainfall data, produced by Taiwan Climate Change Projection and Information Platform Project (TCCIP), and runoff data, provided by Water Resources Agency and Taipower Company, from 1960 to 2017 were used to understand the spatial patterns and trends of annual rainfall, runoff, runoff coefficient and actual evapotranspiration for the 107 watersheds. Rainfall-runoff relationships, i.e. annual runoff = a × annual rainfall + b, for the 107 watersheds were also constructed. The results show that there were no spatial and temporal trends for the annual runoff but there was overall an increasing trend for the annual rainfall, leading to a significantly decreasing trend in runoff coefficient at 21 watersheds, mainly in Northern and Southern Taiwan. Every watershed had a very good rainfall-runoff relationship, and there were 71 watersheds where their relationships possessed R^2 values greater than 0.7. No distinct spatial patterns were found for coefficients a and b and actual evapotranspiration. There were 25 watersheds where annual runoffs were larger than annual rainfall forunknown reasons. Nevertheless, it is speculated that the reasons consistently influence the rainfall-runoff relationships, making them applicable to water resource management.

主题分类 人文學 > 地理及區域研究
参考文献
  1. 宋健豪, J.H.,廖學誠, S.C.(2018)。應用趨勢分析探討氣候變遷下太麻里溪流域的水文變化。地理研究,68,49-72。
    連結:
  2. 陳玄, H.F.,涂建翊, J.Y.(2017)。以 TCCIP 資料分析臺灣降雨的氣候特徵與長期變化。中國地理學會會刊,59,1-20。
    連結:
  3. Adam, J.C.,Clark, E.A.,Lettenmaier, D.P.,Wood, E.F.(2006).Correction of global precipitation products for orographic effects.Journal of Climate,19(1),15-38.
  4. Chiu, Y.C.,Lee T.Y.,Hsu, S.Y.,Liao, L.Y.(2020).The effects of hydrological conditions and bioactivities on the spatial and temporal variations of streambed hydraulic characteristics at the subtropical alpine catchment.Journal of Hydrology,584,124665.
  5. Grill, G.,Lehner, B.,Thieme, M.,Greenen, B.,Tickener, D.,Antonelli, F.,Babu, S.,Borrelli, P.,Cheng, L.,Crochetiere, H.,Ehalt Macedo, H.,Filgueiras, R.,Goichot, M.,Higgins, J.,Hogan, Z.,Lip, B.,McClain, M.E.,Meng, J.,Mulligan, M.,Zarfl, C.(2019).Mapping the world’s free-flowing rivers.Nature,569,215-221.
  6. Hasenmueller, E.A.,Criss, R.E.(2013).Water balance estimates of evapotranspiration rates in areas with varying land use.Evapotranspiration- An Overview
  7. Huang, J.C.,Lee, T.Y.,Lee, J.Y.(2014).Observed magnified runoff response to rainfall intensification under global warming.Environmental Research Letters,9,034008.
  8. Huang, J.C.,Yu, C.K.,Lee, J.Y.,Cheng, L.W.,Lee, T.Y.,Kao, S.J.(2012).Linking typhoon tracks and spatial rainfall patterns for improving flood lead-time predictions over a mesoscale mountainous watershed.Water Resources Research,48,W09540.
  9. Kao, S.J.,Huang, J.C.,Lee, T.Y.,Walling, D.E.(2011).The changing rainfall–runoff dynamics and sediment response of small mountainous rivers in Taiwan under a warming climate.Sediment Problems and Sediment Management in Asian River Basins
  10. Kendall, M.G.(1975).Rank Correlation Methods.London:Charles Griffin.
  11. Lee, C.H.,Yeh, H.F.(2019).Impact of climate change and human activities on streamflow variationsbased on the Budyko framework.Water,11(10),2001.
  12. Lee, T.Y.(2019).Challenges in water resources management in Taiwan-chain reactions from increased rainfall intensity under global warming.IOP Conference Series: Earth and Environmental Science,256(1),012004.
  13. Liu, S.C.,Fu, C.,Shiu, C.J.,Chen, J.P.,Wu, F.(2009).Temperature dependence of global precipitation extremes.Geophysical Research Letters,36(17)
  14. Mann, H.B. (1945). Nonparametric tests against trend. Econometrica: Journal of the econometric society, 245-259.
  15. Piao, S.,Friedlingstein, P.,Ciais, P.,De Noblet-Ducoudré, N.,Labat, D.,Zaehle, S.(2007).Changes in climate and land use have a larger direct impact than rising CO2 on global river runoff trends.Proceedings of the National academy of Sciences,104(39),15242-15247.
  16. Ranjan, A.,Denis, D.M.(2018).Estimation of runoff generating capacity of a small watershed.The Pharma Innovation,7(5),148.
  17. Sen, P.K.(1968).Estimates of the regression coefficient based on Kendall’s tau.Journal of the American Statistical Association,63,1379-1389.
  18. Shiau, J.T.,Chiu, Y.F.(2019).Wavelet-based detection of time-frequency changes for monthly rainfall and SPI series in Taiwan.Asia-Pacific Journal of Atmospheric Sciences,55(4),657-667.
  19. Theil, H.(1950).A rank invariant method of linear and polynomial regression analysis, part 3.Netherlands Akademie van Wettenschappen Proceedings,53,1397-1412.
  20. Tu, J.Y.,Chou, C.(2013).Changes in precipitation frequency and intensity in the vicinity of Taiwan: Typhoon versus non-typhoon events.Environmental Research Letters,8(1),014023.
  21. Wagener, T.,Sivapalan, M.,Troch, P.A.,McGlynn, B.L.,Harman, C.J.,Gupta, H.V.,Wilson, J.S.(2010).The future of hydrology. An evolving science for a changing world.Water Resources Research,46(5)
  22. Wang, W.,Shao, Q.,Yang, T.,Peng, S.,Xing, W.,Sun, F.,Luo, Y.(2013).Quantitative assessment of the impact of climate variability and human activities on runoff changes: A case study in four catchments of the Haihe River basin, China.Hydrological Processes,27(8),1158-1174.
  23. Xiong, L.,Guo, S.(2012).Appraisal of Budyko formula in calculating long‐term water balance in humid watersheds of southern China.Hydrological processes,26(9),1370-1378.
  24. Yu, P.S.,Yang, T.C.,Wu, C.K.(2002).Impact of climate change on water resources in southern Taiwan.Journal of Hydrology,260(1-4),161-175.
  25. Zhang, L.,Zhao, F.,Chen, Y.,Dixon, R.N.(2011).Estimating effects of plantation expansion and climate variability on streamflow for catchments in Australia.Water Resources Research,47(12)
  26. 吳專誠, C.C.(2009)。臺中=Taichung,國立中興大學水土保持學系=Department of Soil and Water Conservation, National Chung Hsing University。
  27. 吳瑞濱, R.B.(2007)。新竹=Hsinchu,國立交通大學土木工程學系=Department of Civil Engineering, National Chiao Tung University。
  28. 科技部臺灣氣候變遷推估資訊與調適知識平臺,https://tccip.ncdr.nat.gov.tw/。(2021/06/20 瀏覽)【Taiwan Climate Change Projection Information and Adaptation Knowledge Platform (TCCIP)https://tccip.ncdr.nat.gov.tw/. (accessed 2021/06/20).】
  29. 翁叔平, S.P.,楊承道, C.T.(2012)。臺灣地區月降雨及溫度 1 公里網格資料庫之建立(1960-2009)及其在近未來(2015-2039)的氣候推估應用。大氣科學,40(4),349-369。
  30. 翁叔平, S.P.,楊承道, C.T.(2018)。臺灣地區日降雨網格化資料庫(1960~2015)之建置與驗證。臺灣水利,66(4),33-52。
  31. 游孟楷, M.K.(2017)。臺中=Taichung,中興大學土木工程學系=Department of Civil Engineering, National Chung Hsing University。
  32. 童裕翔, Y.S.,陳正達, C.T.,劉俊志, J.J.,陳永明, Y.M.(2018)。國家災害防救科技中心技術報告國家災害防救科技中心技術報告,新北=New Taipei City:國家災害防救科技中心=National Science and Technology Center for Disaster Reduction。
  33. 經濟部水利署南區水資源局, Water Resources Agency, Ministry of Economic Affairs(2010)。,屏東=Pingtung:。
  34. 葉信富, H.F.,葉振峰, C.F.,李振誥, C.H(2016)。以 Mann-Kendall 及 Theil-Sen 檢定法評估臺灣地區長期河川流量時空趨勢變化。中華水土保持學報,47(2),73-83。
  35. 鍾侑達, Y.D.,郭峻菖, C.C.,陳昶憲, C.S.(2009)。臺灣區域降雨之趨勢。農業工程學報,55(4),1-18。
  36. 欉順忠, S.C.,李士強, S.C.,王豪偉,柳文成, W.C.(2016)。宜蘭河試驗流域長期水文監測。農業工程學報,62(3),89-100。