Spatial and Temporal Variations in the Water Use Efficiency and its Drought Signal on the Korean Peninsula using MODIS-derived Products |
Kim, Jeongbin
(Department of Civil and Environmental Engineering, Yonsei University)
Ho, Hyunjoo (Department of Civil and Environmental Engineering, Yonsei University) Um, Myoung-Jin (Department of Civil and Environmental Engineering, Yonsei University) Kim, Yeonjoo (Department of Civil and Environmental Engineering, Yonsei University) |
1 | Yu, G.R., X. Song, Q.F. Wang, Y. Liu, D. Guan, J. Yan, X. Sun, L. Zhang, and X. Wen, 2008. Water-use efficiency of forest ecosystems in eastern China and its relations to climatic variables, New Phytologist, 177(4): 927-937. DOI |
2 | Zhao, M., F.A. Heinsch, R.R. Nemani, and S.W. Running, 2005. Improvements of the MODIS terrestrial gross and net primary production global data set, Remote Sensing of Environment, 95(2): 164-176. DOI |
3 | Vicente-Serrano, S.M., S. Begueria, and J.I. Lopez-Moreno, 2010. A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index, Journal of Climate, 23: 1696-1718. DOI |
4 | Korea Meteorological Administration, 2015. Annual Climatological Report 2014, Korea Meteorological Administration, Seoul, Korea. |
5 | Kuglitsch, F.G., M. Reichstein, C. Beer, A. Carrara, R. Ceulemans, A. Granier, I.A. Janssens, B. Koestner, A. Lindroth, D. Loustau, G. Matteucci, L. Montagnani, E.J. Moors, D. Papale, K. Pilegaard, S. Rambal, C. Rebmann, E.D. Schulze, G. Seufert, H. Verbeeck, T. Vesala, M. Aubinet, C. Bernhofer, T. Foken, T. Grünwald, B. Heinesch, W. Kutsch, T. Laurila, B. Longdoz, F. Miglietta, M.J. Sanz, and R. Valentini, 2008. Characterisation of ecosystem water-use efficiency of European forests from eddy covariance measurements, Biogeosciences Discuss, 5: 4481-4519. DOI |
6 | Law, B., E. Falge, L. Gu, D. Baldocchi, P. Bakwin, P. Berbigier, K. Davis, A. Dolman, M. Falk, J. Fuentes, A. Goldstein, A. Granier, A. Grelle, D. Hollinger, I. Janssens, P. Jarvis, N. Jensen, G. Katul, Y. Mahli, G. Metteucci, T. Meyers, R. Monson, W. Munger, W. Oechel, R. Olson, K. Pilegaard, K. Paw, H. Thorgeirsson, R. Valentini, S. Verma, T. Vesala, K. Wilson, and S. Wofsy, 2002. Environmental controls over carbon dioxide and water vapor exchange of terrestrial vegetation, Agriculture and Forest Meteorology, 113(1-4): 97-120. DOI |
7 | Keenan, T.F., D.Y. Hollinger, G. Bohrer, D. Dragoni, J.W. Munger, H.P. Schmid, and A.D. Richardson, 2013. Increase in forest water-use efficiency as atmospheric carbon dioxide concentrations rise, Nature, 499: 324-327. DOI |
8 | Hogg, E.H., 1994. Climate and the southern limit of the western Canadian boreal forest, Canadian Journal of Forest Research, 24(9): 1835-1845. DOI |
9 | Heinsch, F.A., M. Reeves, P. Votava, S. Kang, C. Milesi, J. Glassy, W.M. Jolly, R. Loehman, C.F. Bowker, J.S. Kimball, R. Nemani, and S.W. Running, 2003. User's guide GPP and NPP (MOD17A2/A3) products NASA MODIS land algorithm, University of Montana, Missoula, Montana, U.S. |
10 | Holdridge, L.R., 1947. Determination of world plant formations from simple climatic data, Science, 105(2727): 367-368. DOI |
11 | Hosking, J.R.M., 1990. L-moments: Analysis and Estimation of Distributions using Linear Combinations of Order Statistics, Journal of the Royal Statistical Society: Series B, 52(1): 105-124. DOI |
12 | Hu, Z., G. Yu, Y. Fu, X. Sun, Y. Li, P. Shi, Y. Wang, and Z. Zheng, 2008. Effects of vegetation control on ecosystem water use efficiency within and among four grassland ecosystems in China, Global Change Biology, 14(7): 1609-1619. DOI |
13 | Intergovernmental Panel on Climate Change, 2014. Climate Change 2014: Synthesis Report, Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Intergovernmental Panel on Climate Change, Geneva, Switzerland. |
14 | Bacon, M.A., 2004. Water use efficiency in plant biology, Wiley-Blackwell, Oxford, U.K. |
15 | Jiang, C. and C. Ryu, 2016. Multi-scale evaluation of global gross primary productivity and evapotranspiration products derived from Breathing Earth System Simulator (BESS), Remote Sensing of Environment, 186: 528-547. DOI |
16 | Joyce, R.J., J.E. Janowiak, P.A. Arkin, and P. Xie, 2004. CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution, Journal of Hydrometeorology, 5(3): 487-503. DOI |
17 | Gerten, D., Y. Luo, G. Le Maire, W. Parton, C. Keough, E. Weng, C. Beier, P. Cias, W. Cramer, J. Dukes, P. Hanson, A. Knapp, S. Linder, D. Nepstad, L. Rustad, and A. Sowerby, 2008. Modelled effects of precipitation on ecosystem carbon and water dynamics in different climatic zones, Global Change Biology, 14(10): 2365-2379. DOI |
18 | Baldocchi, D., 1994. A comparative study of mass and energy exchange rates over a closed C3 (wheat) and an open C4 (corn) crop: II. CO2 exchange and water use efficiency, Agricultural and Forest Meteorology, 67(3-4): 291-321. DOI |
19 | Baldocchi, D.D. and K.B. Wilson, 2001. Modeling CO2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales, Ecological Modelling, 142(1-2): 155-184. DOI |
20 | Beer, C., P. Ciais, M. Reichstein, D. Baldocchi, B. Law, D. Papale, J. Soussana, C. Ammann, N. Buchmann, D. Frank, D. Gianelle, I.A. Janssens, A. Knohl, B. Kostner, E. Moors, O. Roupsard, H. Verbeeck, T. Vesala, C.A. Williams, and G. Wohlfahrt, 2009. Temporal and among-site variability of inherent water use efficiency at the ecosystem level, Global Biogeochemistry Cycles, 23(2). |
21 | Cleugh, H.A., R. Leuning, Q. Mu, and Running, S.W., 2007. Regional evaporation estimates from flux tower and MODIS satellite data, Remote Sensing of Environment, 106(3): 285-304. DOI |
22 | Davi, H., E. Dufrene, C. Francois, G. Le Maire, D. Loustau, A. Bosc, S. Rambal, A. Granier, and E. Moors, 2006. Sensitivity of water and carbon fluxes to climate changes from 1960 to 2100 in European forest ecosystems, Agriculture and Forest Meteorology, 141(1): 35-56. DOI |
23 | Dong, G., J. Guo, J. Chen, G. Sun, S. Gao, L. Hu, and L. Wang, 2011. Effects of spring drought on carbon sequestration, evapotranspiration and water use efficiency in the Songnen meadow steppe in Northeast China, Ecohydrology, 4(2): 211-224. DOI |
24 | McKee, T.B., N.J. Doesken, and J. Kleist, 1993. The Relationship of Drought Frequency and Duration to Time Scales, Proc. of 8th Conference on Applied Climatology, Anaheim, CA, Jan. 17-22, pp. 179-184. |
25 | An, S.I., K.J. Ha, K.H. Seo, S.W. Yeh, S.K. Min, and C.H. Ho, 2011. A review of recent climate trends and causes over the Korean peninsula, Climate Change Research, 2(4): 237-251. |
26 | Liang, N. and K. Maruyama, 1995. Interactive effects of CO2 enrichment and drought stress on gas exchange and water-use efficiency in Alnus Firma, Environmental and Experimental Botany, 35(3): 353-361. DOI |
27 | Liu, Y., J. Xiao, W. Ju, Y. Zhou, S. Wang, and X. Wu, 2015. Water use efficiency of China's terrestrial ecosystems and responses to drought, Science Report, 5: 13799. DOI |
28 | Lu, X.L. and Q.L. Zhuang, 2010. Evaluating evapotranspiration and water-use efficiency of terrestrial ecosystems in the conterminous United States using MODIS and AmeriFlux data, Remote Sensing of Environment, 114: 1924-1939. DOI |
29 | Luo, Y., D. Gerten, G. Le Maire, W. Parton, E. Weng, X. Zhou, C. Keough, C. Beier, P. Cias, W. Cramer, J. Dukes, B. Emmett, P. Hanson, A. Knapp, S. Linder, D. Nepstad, and L. Rustad, 2008. Modeled interactive effects of precipitation, temperature, and CO2 on ecosystem carbon and water dynamics in different climatic zones, Global Change Biology, 14(9): 1986-1999. DOI |
30 | Monteith, J.L., 1972. Solar radiation and productivity in tropical ecosystems, Journal of Applied Ecology, 9(3): 747-766. DOI |
31 | Mu, Q., F.A. Heinsch, M. Zhao, and S.W. Running, 2007. Development of a global evapotranspiration algorithm based on MODIS and global meteorology data, Remote Sensing of Environment, 111: 519-536. DOI |
32 | Niu, S., X. Xing, Z. Zhang, J. Xia, X. Zhou, B. Song, L. Li, and S. Wan, 2011. Water-use efficiency in response to climate change: from leaf to ecosystem in a temperate steppe, Global Change Biology, 17(2): 1073-1082. DOI |
33 | Mu, Q., F.A. Heinsch, M. Zhao, and S.W. Running, 2011b. Improvements to a MODIS global terrestrial evapotranspiration algorithm, Remote Sensing of Environment, 115: 1781-1800. DOI |
34 | Mu, Q., M. Zhao, J.S. Kimball, N.G. McDowell, and S.W. Running, 2013. A Remotely Sensed Global Terrestrial Drought Severity Index, Bulletin of the American Meteorological Society, 94(1): 83-98. DOI |
35 | Niu, S., M. Wu, Y. Han, J. Xia, L. Li, and S. Wan, 2008. Water-mediated responses of ecosystem carbon fluxes to climatic change in a temperate steppe, New Phytologist, 177(1): 209-219. DOI |
36 | Palmer, W., 1965. Meteorological drought, U.S. Department of Commerce Weather Bureau, Washington DC, U.S. |
37 | Ponce-Campos, G.E., M.S. Moran, A. Huete, Y. Zhang, C. Bresloff, T.E. Huxman, D. Eamus, D.D. Bosch, A.R. Buda, S.A. Gunter, T.H. Scalley, S.G. Kitchen, M.P. McClaran, W.H. McNab, D.S. Montoya, J.A. Morgan, D.P.C. Peters, E.J. Sadler, M.S. Seyfried, and P.J. Starks, 2013. Ecosystem resilience despite largescale altered hydroclimatic conditions, Nature, 494: 349-352. DOI |
38 | Reichstein, M., J.D. Tenhunen, O. Roupsard, J.M. Ourcival, S. Rambal, F. Miglietta, A. Peressotti, M. Pecchiari, G. Tirone, and R. Valentini, 2002. Severe drought effects on ecosystem CO2 and H2O fluxes at three Mediterranean evergreen sites: revision of current hypotheses?, Global Change of Biology, 8(10): 999-1017. DOI |
39 | Running, S.W., R.R. Nemani, F.A. Heinsch, M. Zhao, M. Reeves, and H. Hashimoto, 2004. A continuous satellite-derived measure of global terrestrial primary production, Bioscience, 54(6): 547-560. DOI |
40 | Reichstein, M., P. Ciais, D. Papale, R. Valentini, S. Running, N. Viovy, W. Cramer, A. Granier, J. Ogee, V. Allard, M. Aubinet, C. Bernhofer, N. Buchmann, A. Barrara, T. Grunwald, M. Heimann, B. Heinesch, A. Knohl, W. Kutsch, D. Loustau, G. Manca, G. Matteucci, F. Miglietta, J.M. Ourcival, K. Pilegaard, J. Pumpanen, S. Rambal, S. Schaphoff, G. Seufert, J.F. Soussana, M.J. Sanz, T. Vesala, and M. Zhao, 2007. Reduction of ecosystem productivity and respiration during the European summer 2003 climate anomaly: a joint flux tower, remote sensing and modelling analysis, Global Change Biology, 13(3): 634-651. DOI |
41 | Running, S.W. and M. Zhao, 2015. User's guide daily GPP and annual NPP (MOD17A2/A3) products NASA Earth observing system MODIS land algorithm, Version 3.0 for collection 6, University of Montana, Missoula, Montana, U.S. |
42 | Ryu, Y., D.D. Baldocchi, H. Kobayashi, C. Van Ingen, J. Li, T.A. Black, J. Beringer, E.V. Gorsel, A. Knohl, B.E. Law, and O. Roupsard, 2011. Integration of MODIS land and atmosphere products with a coupled-process model to estimate gross primary productivity and evapotranspiration from 1 km to global scales, Global Biogeochemistry Cycles, 25(4): 1-24. |
43 | Scanlon, T.M. and J.D. Albertson, 2004. Canopy scale measurements of CO2 and water vapor exchange along a precipitation gradient in southern Africa, Global Change Biology, 10(3): 329-341. DOI |
44 | Sharma, B., D. Molden, and S. Cook, 2015. Water use efficiency in agriculture: Measurement, current situation and trends, In: Drechsel, P., Heffer, P., Magen, H., Mikkelsen, R., Wichelns, D. (Eds.), Managing water and fertilizer for sustainable agricultural intensification, Paris, France, pp. 39-64. |
45 | Thornthwaite, C., 1948. An Approach toward a Rational Classification of Climate, Geographical Review, 38(1): 55-94. DOI |
46 | Sur, C.Y. and M. Choi, 2013. Evaluating ecohydrological impacts of vegetation activities on climatological perspectives using MODIS gross primary productivity and evapotranspiration products at Korean regional flux network site, Remote Sensing, 5(5): 2534-2553. DOI |
47 | Tang, X., H. Li, A.R. Desai, Z. Nagy, J. Luo, T.E. Kolb, A. Olioso, X. Xu, L. Yao, W. Kutsch, K. Pilegaard, B. Kostner, and C. Ammann, 2014. How is water-use efficiency of terrestrial ecosystems distributed and changing on Earth?, Scientific Reports, 4: 7483. |
48 | Tian, H.Q., C. Lu, G. Chen, X. Xu, M. Liu, W. Ren, B. Tao, G. Sun, S. Pan, and J. Liu, 2011. Climate and land use controls over terrestrial water use efficiency in monsoon Asia, Ecohydrology, 4(2): 322-340. DOI |
49 | Wang, J., G. Yu, Q. Fang, D. Jiang, H. Qi, and Q. Wang, 2008. Responses of water use efficiency of 9 plant species to light and CO2 and their modeling, Acta Ecologica Sinica, 28(2): 525-533. DOI |
50 | Willmott, C.J. and K. Matsuura, 2001. Terrestrial air temperature and precipitation: Monthly and annual time series (1950-1999) (version 1.02), Center for Climate Research, University of Delaware, Newark, New Jersey, U.S. |
51 | Woodward, F.I., 1987. Climate and Plant Distribution, Cambridge University Press, Cambridge, U.K. |
52 | Ye, X.C., Y.L. Li, X.H. Li, C.Y. Xu, and Q. Zhang, 2015. Investigation of the variability and implications of meteorological dry/wet conditions in the Poyang lake catchment, China, during the period 1960-2010, Advances in Meteorology, 2015: 928534. |