[en] Crop consumptive water use is recognized as a key element to understand regional water management performance. This
study documents an attempt to apply a regional evapotranspiration model (SEBAL) and crop information for assessment of
regional crop (summer maize and winter wheat) actual evapotranspiration (ETa) in Huang-Huai-Hai (3H) Plain, China. The
average seasonal ETa of summer maize and winter wheat were 354.8 and 521.5 mm respectively in 3H Plain. A high-ETa
belt of summer maize occurs in piedmont plain, while a low ETa area was found in the hill-irrigable land and dry land area.
For winter wheat, a high-ETa area was located in the middle part of 3H Plain, including low plain-hydropenia irrigable land
and dry land, hill-irrigable land and dry land, and basin-irrigable land and dry land. Spatial analysis demonstrated a linear
relationship between crop ETa, normalized difference vegetation index (NDVI), and the land surface temperature (LST). A
stronger relationship between ETa and NDVI was found in the metaphase and last phase than other crop growing phase,
as indicated by higher correlation coefficient values. Additionally, higher correlation coefficients were detected between
ETa and LST than that between ETa and NDVI, and this significant relationship ran through the entire crop growing season.
ETa in the summer maize growing season showed a significant relationship with longitude, while ETa in the winter wheat
growing season showed a significant relationship with latitude. The results of this study will serve as baseline information
for water resources management of 3H Plain.
Disciplines :
Agriculture & agronomy
Author, co-author :
Yang, Jianying; Chinese Academy of Meteorological Sciences, Beijing 100081, P.R.China
Mei, Xurong; Key Laboratory of Dryland Agriculture, Ministry of Agriculture/Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, P.R.China
Huo, Zhiguo; Chinese Academy of Meteorological Sciences, Beijing 100081, P.R.China
Yan, Changrong; Key Laboratory of Dryland Agriculture, Ministry of Agriculture/Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, P.R.China
Ju, Hui; Key Laboratory of Agricultural Environment, Ministry of Agriculture/Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, P.R.China
Zhao, Fenghua; Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, P.R.China
Liu, Qin ; Université de Liège - ULg ; Key Laboratory of Dryland Agriculture, Ministry of Agriculture/Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, P.R.China > Doct. sc. agro. & ingé. biol. (Paysage)
Language :
English
Title :
Water consumption in summer maize and winter wheat cropping system based on SEBAL model in Huang-Huai-Hai Plain, China
Ali M H, Talukder M Increasing water productivity in crop production-a synthesis. Agricultural Water Management 2008, 95:1201-1213.
Allen R G, Morse A, Tasumi M, Trezza R, Bastiaanssen W, Wright J L, Kramber W. 2002. Evapotranspiration from a satellite-based surface energy balance for the Snake Plain Aquifer in Idaho. In: Proceedings of the USCID/EWRI Conference on Energy, Climate, Environment and Water Issues and Opportunities for Irrigation and Drainage. San Luis Obispo, California, USA. pp. 167-178.
Allen R G, Tasumi M, Trezza R Satellite-based energy balance for mapping evapotranspiration with internalized calibration (METRIC) - Model. Journal of Irrigation and Drainage Engineering 2007, 133:380-394.
Bastiaanssen W, Menenti M Mapping groundwater losses in the western desert of Egypt with satellite measurements of surface reflectance and surface temperature. Proceedings and Information-TNO Committee on Hydrological Research 1990, 42:61-90.
Bastiaanssen W, Menenti M, Feddes R A, Holtslag A A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation. Journal of Hydrology 1998, 212:198-212.
Brewster M, Herrmann T, Bleish B, Pearl R. 2006. A Gender Perspective on Water Resources and Sanitation. Spring, Wagadu. pp. 1-23.
Cai X L, Sharma B R Integrating remote sensing, census and weather data for an assessment of rice yield, water consumption and water productivity in the Indo-Gangetic river basin. Agricultural Water Management 2010, 97:309-316.
Carruthers I, Rosegrant M W, Seckler D Irrigation and food security in the 21st century. Irrigation and Drainage Systems 1997, 11:83-101.
Chen B, Ou Y, Chen W, Liu L Water comsumption for winter wheat and summer maize in the North China Plain in recent 50 years. Journal of Natural Resources 2012, 27:1186-1199. (in Chinese).
Chen J, Tang C, Sakura Y, Yu J, Fukushima Y Nitrate pollution from agriculture in different hydrogeological zones of the regional groundwater flow system in the North China Plain. Hydrogeology Journal 2005, 13:481-492.
Chen S, Zhang X, Liu M Soil temperature and soil water dynamics in wheat field mulched with maize straw. Chinese Journal of Agrometeorology 2002, 23:34-37. (in Chinese).
Courault D, Seguin B, Olioso A Review on estimation of evapotranspiration from remote sensing data: From empirical to numerical modeling approaches. Irrigation and Drainage Systems 2005, 19:223-249.
FAO (Food and Agriculture Organization) The state of food and agriculture 1993 1994, Food and Agriculture Organization, Rome, Italy.
Farah H O, Bastiaanssen W Spatial variations of surface parameters and related evaporation in the Lake Naivasha Basin estimated from remote sensing measurements. Hydrological Processes 2001, 15:1585-1607.
Hao W P, Mei X R, Cai X L, Du J T, Liu Q Crop planting extraction based on muli-temporal remote sensing data in Northeast China. Transactions of the CSAE 2011, 27:201-207. (in Chinese).
Immerzeel W W, Gaur A, Zwart S J Integrating remote sensing and a process-based hydrological model to evaluate water use and productivity in a south Indian catchment. Agricultural Water Management 2008, 95:11-24.
Jacob F, Olioso A, Gu X F, Su Z, Seguin B Mapping surface fluxes using airborne visible, near infrared, thermal infrared remote sensing data and a spatialized surface energy balance model. Agronomie 2002, 22:669-680.
Jia J, Liu C Groundwater dynamic drift and response to different exploitation in the North China Plain: A case study of Luancheng County, Hebei Province. Acta Geographica Sinica 2002, 57:201-209. (in Chinese).
Jia Z, Liu S, Xu Z, Chen Y, Zhu M. 2012. Validation of remotely sensed evapotranspiration over the Hai River Basin, China. Journal of Geophysical Research (Atmospheres), 17, D13.
Jiang J, Zhang Y Soil-water balance and water use efficiency on irrigated farmland in the North China Plain. Journal of Soil and Water Conservation 2004, 18:61-65. (in Chinese).
Lagouarde J, Jacob F, Gu X F, Olioso A, Bonnefond J, Kerr Y, Mcaneney K J, Irvine M Spatialization of sensible heat flux over a heterogeneous landscape. Agronomie-Sciences des Productions Vegetales Environnement 2002, 22:627-634.
Li H, Zheng L, Lei Y, Li C, Liu Z, Zhang S Estimation of water consumption and crop water productivity of winter wheat in North China Plain using remote sensing technology. Agricultural Water Management 2008, 95:1271-1278.
Li Q, Dong B, Qiao Y, Liu M, Zhang J Root growth, available soil water, and water-use efficiency of winter wheat under different irrigation regimes applied at different growth stages in North China. Agricultural Water Management 2010, 97:1676-1682.
Liang W, Carberry P, Wang G, L R, L H, Xia A Quantifying the yield gap in wheat-maize cropping systems of the Hebei Plain, China. Field Crops Research 2011, 124:180-185.
Liu S, Mo X, Lin Z, Xu Y, Ji J, Wen G, Richey J Crop yield responses to climate change in the Huang-Huai-Hai Plain of China. Agricultural Water Management 2010, 97:1195-1209.
Ma Y, Feng S Y, Song X F A root zone model for estimating soil water balance and crop yield response to deficit irrigation in the Northern China Plain. Agricultural Water Management 2013, 127:13-24.
Molden D, Murray-Rust H, Sakthivadivel R, Makin I A water-productivity framework for understanding and action. Water Productivity in Agriculture: Limits and Opportunities for Improvement 2003, 1-18. CABI Publishing, Wallingford, UK.
Morse A, Tasumi M, Allen R G, Kramber W J Application of The SEBAL Methodology for Estimating Consumptive Use of Water and Streamflow Depletion in the Bear River Basin of Idaho Through Remote Sensing 2000, Idaho Department of Water Resources-University of Idaho, USA.
Nguyen T T, Qiu J J, Ann V, Li H, Eric V R Temperature and precipitation suitability evaluation for winter wheat and summer maize cropping system in the Huang-Huai-Hai Plain of China. Agricultural Sciences in China 2011, 10:275-288.
De Oliveira A S, Trezza R, Holzapfel E A, Lorite I, Paz V P S Irrigation water management in Latin America. Chilean Journal of Agricultural Research 2009, 69:7-16.
Perry C Accounting for water use: Terminology and implications for saving water and increasing production. Agricultural Water Management 2011, 98:1840-1846.
Ren H, Luo Y The experimental research on the water-consumpion of winter wheat and summer maize in the Northwest plain of Shandong Province. Journal of Irrigation and Drainage 2004, 23:37-39. (in Chinese).
Ren J, Chen Z, Zhou Q, Tang H Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China. International Journal of Applied Earth Observation and Geoinformation 2008, 10:403-413.
Rosegrant M W, Cai X M, Cline S A, Cai X Global water outlook to 2025: Averting an impending crisis. IFPRI-2020 Vision/International Water Management Institute, Internat 2002, 26. Food Policy Institute, Washington, D.C.
Rwasoka D T, Gumindoga W, Gwenzi J Estimation of actual evapotranspiration using the Surface Energy Balance System (SEBS) algorithm in the Upper Manyame catchment in Zimbabwe. Physics and Chemistry of the Earth (Parts A/B/C) 2011, 36:736-746.
Sun H, Liu C, Zhang X, Shen Y, Zhang Y Effects of irrigation on water balance, yield and WUE of winter wheat in the North China Plain. Agricultural Water Management 2006, 85:211-218.
Sun H, Zhang Y, Zhang X, Mao X, Pei D, Gao L Effects of water stress on growth and development of winter wheat in the North China Plain. Acta Agriculturae Boreali-Sinica 2003, 18:23-26. (in Chinese).
Sun Q, Krbel R, Mller T, Rmheld V, Cui Z, Zhang F, Chen X Optimization of yield and water-use of different cropping systems for sustainable groundwater use in North China Plain. Agricultural Water Management 2011, 98:808-814.
Teixeira A D C, Bassoi L H Crop water productivity in semi-arid regions: From field to large scales. Annals of Arid Zone 2009, 48:1-13.
Teixeira A D C, Bastiaanssen W, Ahmad M D, Bos M G Reviewing SEBAL input parameters for assessing evapotranspiration and water productivity for the Low-Middle Sao Francisco River basin, Brazil: Part A: Calibration and validation. Agricultural and Forest Meteorology 2009, 149:462-476.
Thenkabail P S, Biradar C M, Noojipady P, Cai X L, Dheeravath V, Li Y J, Velpuri M, Gumma M K, Pandey S Subpixel area calculation methods for estimating irrigated areas. Sensors 2007, 7:2519-2538.
Thenkabail P S, GangadharaRao P, Biggs T, Krishna M, Turral H Spectral matching techniques to determine historical land-use/land-cover (LULC) and irrigated areas using time-series 0.1-degree AVHRR Pathfinder datasets. Photogrammetric Engineering & Remote Sensing 2007, 73:1029-1040.
Trezza R. 2002. Evapotranspiration using a satellite-based surface energy balance with standardized ground control. Ph D thesis, Utah State University, Logan, UT, USA.
Wang E, Chen C, Yu Q. 2009. Modeling the response of wheat and maize productivity to climate variability and irrigation in the North China Plain. In: 18th World IM4CSIMODSIM Congress. Cairns, Australia. pp. 2742-2748.
Wang J, Gao F, Liu S Remote sensing retrieval of evapotranspiration over the scale of drainage basin. Remote Sensing Technology and Application 2003, 18:332-338. (in Chinese).
Wang S, Song X, Wang Q, Xiao G, Liu C, Liu J Shallow groundwater dynamics in North China Plain. Journal of Geographical Sciences 2009, 19:175-188.
Wang W T, Zhao Q L, Du J Advances in the study of evapotranspiration of regional land surface based on remote sensing technology. Remote Sensing for Land and Resources 2012, 24:1-7. (in Chinese).
Xiao J, Liu Z, Duan A Studies on water production function of winter wheat in Xinxiang district. Journal of Henan Agricultural University 2009, 1:55-59. (in Chinese).
Xiong J, Wu B, Zhou Y, Li J. 2006. Estimating evapotranspiration using remote sensing in the Haihe basin. International Geoscience and Remote Sensing Symposium. Denver, Colorado, USA. pp. 1044-1047.
Yan N, Wu B Integrated spatial-temporal analysis of crop water productivity of winter wheat in Hai Basin. Agricultural Water Management 2014, 133:24-33.
Yang J, Liu Q, Mei X, Yan C, Ju H, Xu J Spatiotemporal characteristics of reference evapotranspiration and its sensitivity coefficients to climate factors in Huang-Huai-Hai Plain, China. Journal of Integrative Agriculture 2013, 12:2280-2291.
Yang J, Mei X, Liu Q, Yan C, He W, Liu E, Liu S Variations of winter wheat growth stages under climate changes in northern China. Chinese Journal of Plant Ecology 2011, 35:623-631. (in Chinese).
Yang X L, Gao W S, Shi Q H, Chen F, Chu Q Q Impact of climate change on the water requirement of summer maize in the Huang-Huai-Hai farming region. Agricultural Water Management 2013, 124:20-27.
Yang Z, Sinclair T R, Zhu M, Messina C D, Cooper M, Hammer G L Temperature effect on transpiration response of maize plants to vapour pressure deficit. Environmental and Experimental Botany 2012, 78:157-162.
Zhang H, Wang X, You M, Liu C Water-yield relations and water-use efficiency of winter wheat in the North China Plain. Irrigation Science 1999, 19:37-45.
Zhao R F, Chen X P, Zhang F S, Zhang H, Schroder J, Rmheld V Fertilization and nitrogen balance in a wheat-maize rotation system in North China. Agronomy Journal 2006, 98:938-945.
Zwart S J, Bastiaanssen W G SEBAL for detecting spatial variation of water productivity and scope for improvement in eight irrigated wheat systems. Agricultural Water Management 2007, 89:287-296.
Zwart S J, Bastiaanssen W G, de Fraiture C, Molden D J WATPRO: A remote sensing based model for mapping water productivity of wheat. Agricultural Water Management 2010, 97:1628-1636.
