과제정보
본 연구는 K-Water의 위탁연구사업 "제주도 수자원 부존 현황 조사 및 분석"의 성과입니다. 이 논문은 2019년도 정부(과학기술정보통신부)의 재원으로 한국연구재단의 지원을 받아 수행된 연구입니다(NRF2019R1A2B5B01070196). 본 저작물은 기상청에서 2018년부터 2020년까지 작성하여 공공누리 제 1유형으로 개방한 지상관측 토양수분 데이터와 2019년부터 2020년까지 작성하여 공공누리 제 1유형으로 개방한 지상관측 일강수량 데이터를 이용하였으며, 해당 저작물은 기상청, 기상자료개방포털(https://data.kma.go.kr/cmmn/main.do)에서 무료로 다운받으실 수 있습니다. 본 저작물은 국립산림과학원에서 2020년에 작성하여 공공누리 제 1유형으로 개방한 잠열 플럭스 데이터를 이용하였으며, 해당 저작물은 국립산림과학원, 산림과학지식서비스(https://know.nifos.go.kr/know/info/main/knowMain.do)에서 무료로 다운받으실 수 있습니다.
참고문헌
- Alemayehu, T., Griensven, A.V., Senay, G.B., and Bauwens, W. (2017). "Evapotranspiration mapping in a heterogeneous landscape using remote sensing and global weather datasets: Application to the Mara Basin, East Africa." Remote Sensing, Vol. 9, No. 4, p. 390. https://doi.org/10.3390/rs9040390
- Allen, R.G., Dhungel, R., Dhungana, B., Huntington, J., Kilic, A., and Morton, C. (2021). "Conditioning point and gridded weather data under aridity conditions for calculation of reference evapotranspiration." Agricultural Water Management, Vol. 245, 106531. https://doi.org/10.1016/j.agwat.2020.106531
- Bartalis, Z., Wagner, W., Naeimi, V., Hasenauer, S., Scipal, K., Bonekamp, H., Figa, J., and Anderson, C. (2007). "Initial soil moisture retrievals from the METOP-A Advanced Scatterometer (ASCAT)." Geophysical Research Letters, Vol. 34, No. 20.
- Berg, A.A., Famiglietti, J.S., Walker, J.P., and Houser, P.R. (2003). "Impact of bias correction to reanalysis products on simulations of North American soil moisture and hydrological fluxes." Journal of Geophysical Research: Atmospheres, Vol. 108, No. D16.
- Brocca, L., Hasenauer, S., Lacava, T., Melone, F., Moramarco, T., Wagner, W., Dorigo, W., Matgen, P., Martinez-Fernandez, J., Llorens, P., Latron, J., Martin, C., and Bittelli, M. (2011). "Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe." Remote Sensing of Environment, Vol. 115, No. 12, pp. 3390-3408. https://doi.org/10.1016/j.rse.2011.08.003
- Choi, I.C., Shin, H.J., Nguyen, T.T., and Tenhunen, J. (2017). "Water policy reforms in South Korea: A historical review and ongoing challenges for sustainable water governance and management." Water, Vol. 9, No. 9, p. 717. https://doi.org/10.3390/w9090717
- Choi, M., and Jacobs, J.M. (2007). "Soil moisture variability of root zone profiles within SMEX02 remote sensing footprints." Advances in Water Resources, Vol. 30, No. 4, pp. 883-896. https://doi.org/10.1016/j.advwatres.2006.07.007
- D'Odorico, P., Caylor, K., Okin, G.S., and Scanlon, T.M. (2007). "On soil moisture-vegetation feedbacks and their possible effects on the dynamics of dryland ecosystems." Journal of Geophysical Research: Biogeosciences, Vol. 112, No. G4.
- Dorigo, W.A., Wagner, W., Hohensinn, R., Hahn, S., Paulik, C., Xaver, A., Gruber, A., Drusch, M., Mecklenburg, S., van Oevelen, P., Robock, A., and Jackson, T. (2011). "The international soil moisture network: A data hosting facility for global in situ soil moisture measurements." Hydrology and Earth System Sciences, Vol. 15, No. 5, pp. 1675-1698. https://doi.org/10.5194/hess-15-1675-2011
- Fisher, J.B., Melton, F., Middleton, E., Hain, C., Anderson, M., Allen, R., McCabe, M.F., Hook, S., Baldocchi, D., Townsend, P.A., Kilic, A., Tu, K., Miralles, D.D., Perret, J., Lagouarde, J.P., Waliser, D., Purdy, A.J., French, A., Schimel, D., Famiglietti, J.S., Stephens, G., and Wood, E.F. (2017). "The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources." Water Resources Research, Vol. 53, No. 4, pp. 2618-2626. https://doi.org/10.1002/2016WR020175
- Fisher, J.B., Tu, K.P., and Baldocchi, D.D. (2008). "Global estimates of the land atmosphere water flux based on monthly AVHRR and ISLSCP-II data, validated at 16 FLUXNET sites." Remote Sensing of Environment, Vol. 112, No. 3, pp. 901-919. https://doi.org/10.1016/j.rse.2007.06.025
- Herkelrath, W.N., Hamburg, S.P., and Murphy, F. (1991). "Automatic, real-time monitoring of soil moisture in a remote field area with time domain reflectometry." Water Resources Research, Vol. 27, No. 5, pp. 857-864. https://doi.org/10.1029/91WR00311
- Hogstrom, E., Heim, B., Bartsch, A., Bergstedt, H., and Pointner, G. (2018). "Evaluation of a MetOp ASCAT-Derived surface soil moisture product in tundra environments." Journal of Geophysical Research: Earth Surface, Vol. 123, No. 12, pp. 3190-3205. https://doi.org/10.1029/2018JF004658
- Hong, S., and Shin, I. (2011). "A physically-based inversion algorithm for retrieving soil moisture in passive microwave remote sensing." Journal of Hydrology, Vol. 405, No. 1-2, pp. 24-30. https://doi.org/10.1016/j.jhydrol.2011.05.005
- Jeong, D., and Kang, J. (2009). "An analysis of changes in pan evaporation and climate values related to actual evaporation." Journal of Korea Water Resources Association, Vol. 42, No. 2, pp. 117-129. https://doi.org/10.3741/JKWRA.2009.42.2.117
- Jeong, J., Cho, S., Baik, J., and Choi, M. (2018). "A study on the establishment of a Korean soil moisture network (2): Measurement of intermediate-scale soil moisture using a cosmic-ray sensor." Journal of the Korean Society of Hazard Mitigation, Vol. 18, No. 7, pp. 83-91. https://doi.org/10.9798/kosham.2018.18.7.83
- Kang, M., Kwon, H., Kim, J., Kim, H.S., Ryu, Y., Lee, S.J., and Choi, T. (2018). "Korean flux monitoring network's past, present, and future." Korean Journal of Agricultural and Forest Meteorology, Vol. 20, No. 1, pp. 1-4. https://doi.org/10.5532/KJAFM.2018.20.1.1
- Khan, M.S., Liaqat, U.W., Baik, J., and Choi, M. (2018). "Standalone uncertainty characterization of GLEAM, GLDAS and MOD16 evapotranspiration products using an extended triple collocation approach." Agricultural and Forest Meteorology, Vol. 252, pp. 256-268. https://doi.org/10.1016/j.agrformet.2018.01.022
- Kim, B.S., Hamm, S.Y., Lee, C.M., Ok, S.I., Cha, E.J., and Ko, Y.S. (2011). "Features of regional hydrogeology and groundwater distribution of volcanic rocks in Jeju Island." Journal of the Geological Society of Korea, Vol. 47, No. 3, pp. 263-276.
- Kim, K., Baik, J., Lee, J., Lee, Y., Jung, S., and Choi, M. (2016). "An assessment and analysis of the gap-filling techniques for revising missing data of flux tower based evapotranspiration-FAO-PM, MDV, and Kalman filter." Journal of the Korean Society of Hazard Mitigation, Vol. 16, No. 6, pp. 95-107. https://doi.org/10.9798/KOSHAM.2016.16.6.95
- Kim, S., Jeong, J., Zohaib, M., and Choi, M. (2018). "Spatial disaggregation of ASCAT soil moisture under all sky condition using support vector machine." Stochastic Environmental Research and Risk Assessment, Vol. 32, No. 12, pp. 3455-3473. https://doi.org/10.1007/s00477-018-1620-3
- Lee, Y., and Kim, S. (2016). "The modified SEBAL for mapping daily spatial evapotranspiration of South Korea using three flux towers and terra MODIS data." Remote Sensing, Vol. 8, No. 12, 983. https://doi.org/10.3390/rs8120983
- Lievens, H., Reichle, R.H., Liu, Q., De Lannoy, G.J., Dunbar, R.S., Kim, S.B., Das, N.N., Cosh, M., Walker, J.P., and Wagner, W. (2017). "Joint Sentinel-1 and SMAP data assimilation to improve soil moisture estimates." Geophysical Research Letters, Vol. 44, No. 12, pp. 6145-6153. https://doi.org/10.1002/2017GL073904
- Mittelbach, H., Lehner, I., and Seneviratne, S.I. (2012). "Comparison of four soil moisture sensor types under field conditions in Switzerland." Journal of Hydrology, Vol. 430, pp. 39-49. https://doi.org/10.1016/j.jhydrol.2012.01.041
- Monteith, J.L. (1965). "Evaporation and the environment." Symposia of the Society for Experimental Biology, Vol. 19, pp. 205-234.
- Moshir, P.D., Sadeghi Tabas, S., Kalantari, Z., Ferreira, C.S.S., and Zahabiyoun, B. (2021). "Spatio-temporal assessment of global gridded evapotranspiration datasets across Iran." Remote Sensing, Vol. 13, No. 9, 1816. https://doi.org/10.3390/rs13091816
- Mu, Q., Heinsch, F.A., Zhao, M., and Running, S.W. (2007). "Development of a global evapo-transpiration algorithm based on MODIS and global meteorology data." Remote Sensing of Environment, Vol. 111, No. 4, pp. 519-536. https://doi.org/10.1016/j.rse.2007.04.015
- Mu, Q., Zhao, M., and Running, S.W. (2011). "Improvements to a MODIS global terrestrial evapotranspiration algorithm." Remote Sensing of Environment, Vol. 115, No. 8, pp. 1781-1800. https://doi.org/10.1016/j.rse.2011.02.019
- Naeimi, V., Bartalis, Z., and Wagner, W. (2009). "ASCAT soil moisture: An assessment of the data quality and consistency with the ERS scatterometer heritage." Journal of Hydrometeorology, Vol. 10, No. 2, pp. 555-563. https://doi.org/10.1175/2008JHM1051.1
- Nguyen, H.H., Jeong, J., and Choi, M. (2019). "Extension of cosmic-ray neutron probe measurement depth for improving field scale root-zone soil moisture estimation by coupling with representative in-situ sensors." Journal of Hydrology, Vol. 571, pp. 679-696. https://doi.org/10.1016/j.jhydrol.2019.02.018
- Park, J., and Choi, M. (2015). "Estimation of evapotranspiration from ground-based meteorological data and global land data assimilation system (GLDAS)." Stochastic Environmental Research and Risk Assessment, Vol. 29, No. 8, pp. 1963-1992. https://doi.org/10.1007/s00477-014-1004-2
- Shuttleworth, W.J., and Wallace, J.S. (1985). "Evaporation from sparse crops-an energy combination theory." Quarterly Journal of the Royal Meteorological Society, Vol. 111, No. 469, pp. 839-855. https://doi.org/10.1002/qj.49711146910
- Skierucha, W., and Wilczek, A. (2010). "A FDR sensor for measuring complex soil dielectric permittivity in the 10-500 MHz frequency range." Sensors, Vol. 10, No. 4, pp. 3314-3329. https://doi.org/10.3390/s100403314
- Song, S.H., and Choi, K.J. (2012). "An appropriate utilization of agricultural water resources of Jeju island with climate change (I)." Journal of Soil and Groundwater Environment, Vol. 17, No. 2, pp. 62-70. https://doi.org/10.7857/JSGE.2012.17.2.062
- Tang, R., Shao, K., Li, Z.L., Wu, H., Tang, B.H., Zhou, G., and Zhang, L. (2015). "Multiscale validation of the 8-day MOD16 evapotranspiration product using flux data collected in China." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 8, No. 4, pp. 1478-1486. https://doi.org/10.1109/JSTARS.2015.2420105
- Um, M.J., Yun, H., Jeong, C.S., and Heo, J.H. (2011). "Factor analysis and multiple regression between topography and precipitation on Jeju Island, Korea." Journal of Hydrology, Vol. 410, No. 3-4, pp. 189-203. https://doi.org/10.1016/j.jhydrol.2011.09.016
- Walker, J.P., Willgoose, G.R., and Kalma, J.D. (2001). "One-dimensional soil moisture profile retrieval by assimilation of near-surface observations: A comparison of retrieval algorithms." Advances in Water Resources, Vol. 24, No. 6, pp. 631-650. https://doi.org/10.1016/S0309-1708(00)00043-9
- Wang, Y.J., Wang, S.D., Song, W.L., and Yang, S. (2013). "Application of GLDAS data to the potential evapotranspiration monitoring in Weihe River Basin." Journal of Arid Land Resources and Environment, Vol. 27, pp. 54-58.
- Yao, Y., Liang, S., Cheng, J., Liu, S., Fisher, J. B., Zhang, X., Jia, K., Zhao, X., Qin, Q., Zhao, B., Han, S., Zhou, G., Zhou, G., Li, Y. and Zhao, S. (2013). "MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley-Taylor algorithm." Agricultural and Forest Meteorology, Vol. 171, pp. 187-202. https://doi.org/10.1016/j.agrformet.2012.11.016
- Zeng, J., Li, Z., Chen, Q., Bi, H., Qiu, J., and Zou, P. (2015). "Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations." Remote Sensing of Environment, Vol. 163, pp. 91-110. https://doi.org/10.1016/j.rse.2015.03.008
- Zohaib, M., Kim, H., and Choi, M. (2017). "Evaluating the patterns of spatiotemporal trends of root zone soil moisture in major climate regions in East Asia." Journal of Geophysical Research: Atmospheres, Vol. 122, No. 15, pp. 7705-7722. https://doi.org/10.1002/2016JD026379