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Land surface energy exchange over the rice-winter rape rotation system and its response to winter rape abandonment in the humid lowland region, southern China

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Abstract

Exploring the characteristics and main influential factors of energy exchange and evapotranspiration (ET) in the rice-winter rape system and their response to winter rape abandonment is significant for advancing the knowledge on land surface processes. The daily and seasonal variations in the energy exchange from 2017 to 2020 and their governing environmental factors were examined for rice, winter rape, fallow seasons, based on a Bowen ratio energy balance measurement and path analysis together with principal component analysis (PCA). The results showed that the total latent heat flux (LE) of the rice-winter rape (spanning 317 days) and rice-winter fallow (spanning 332 days) rotation systems were 1458.4, 1652.1 MJ/m2, respectively. LE consumed the largest net radiation (Rn) proportion, with the mean seasonal values of LE/Rn of 0.87, 0.55, and 0.61 for rice, rape, and fallow seasons. Sensible heat flux (H) stayed low for rice but tracked with the LE for rape and fallow. The mean Bowen ratio was 0.13, 0.87, and 0.73 for rice, rape, and fallow seasons. The Priestley–Taylor coefficient for rice mostly stayed below 1.26, while the Priestley–Taylor coefficient for rape and fallow fluctuated around 1.26 except for lower than 1.26 in the late stage. The variables describing heat and water conditions [Rn, air temperature (Ta), soil temperature (TS), relative humidity (RH), vapor pressure deficit (VPD)] explained most of the total variance in LE, while precipitation, wind speed, and leaf area index had no significant effect on LE. Rn was the dominant environmental factor controlling LE mainly through the direct effect, followed by RH mainly through an indirect effect. VPD was another important factor for rice LE, and TS and Ta also considerably affect rape and fallow LE. The winter rape abandonment caused an increase in the average daily LE, ET, and Priestley–Taylor coefficient, and a decrease in the Bowen ratio relative to the rape.

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References

  • Alberto MCR et al (2011) Comparisons of energy balance and evapotranspiration between flooded and aerobic rice fields in the Philippines. Agric Water Manage 98(9):1417–1430

    Article  Google Scholar 

  • Allen R, Pereira L, Raes D, Smith M (1998) Crop evapotranspiration. Guidelines for computing crop water requirements. FAO Irrigation and Drainage Paper 56, Rome, 300

  • Angus D, Watts P (1984) Evapotranspiration—how good is the Bowen ratio method? Developments in agricultural and managed forest ecology. Elsevier, Amsterdam, pp 133–150

    Google Scholar 

  • Bowen IS (1926) The ratio of heat losses by conduction and by evaporation from any water surface. Phys Rev 27(6):779–787

    Article  Google Scholar 

  • Cheng M et al (2021) Satellite time series data reveal interannual and seasonal spatiotemporal evapotranspiration patterns in China in response to effect factors. Agric Water Manage 255:107046

    Article  Google Scholar 

  • Chu Y et al (2013) Nutrient export from a typical polder area around Lake Chao during rape and wheat growing period. J Soil Water Conserv 27(2):36–41

    Google Scholar 

  • Duffkova R, Zajíček A, Novakova E (2011) Actual evapotranspiration from partially tile-drained fields as influenced by soil properties, terrain and crop. Soil Water Res 6(3):131–146

    Article  Google Scholar 

  • Eichelmann E et al (2018) The effect of land cover type and structure on evapotranspiration from agricultural and wetland sites in the Sacramento-San Joaquin River Delta, California. Agric For Meteorol 256–257:179–195

    Article  Google Scholar 

  • Feng W, Pan G, Qiang S, Li R, Wei J (2006) Influence of long-term fertilization on soil seed bank diversity of a paddy soil under rice/rape rotation. Biodiv Sci 14(6):461–469

    Article  Google Scholar 

  • Frolking S et al (2002) Combining remote sensing and ground census data to develop new maps of the distribution of rice agriculture in China. Glob Biogeochem Cycles 16(4):38-1–38-10

    Article  Google Scholar 

  • Gao Z, Bian L, Zhou X (2003) Measurements of turbulent transfer in the near-surface layer over a rice paddy in China. J Geophys Res Atmos. https://doi.org/10.1029/2002JD002779

    Article  Google Scholar 

  • García-Ruiz JM, Lana-Renault N (2011) Hydrological and erosive consequences of farmland abandonment in Europe, with special reference to the Mediterranean region—a review. Agr Ecosyst Environ 140(3):317–338

    Article  Google Scholar 

  • Gu Y, Brown JF, Verdin JP, Wardlow B (2007) A five-year analysis of MODIS NDVI and NDWI for grassland drought assessment over the central Great Plains of the United States. Geophys Res Lett. https://doi.org/10.1029/2006GL029127

    Article  Google Scholar 

  • Guo Y, Song C, Zhang J, Wang L, Sun L (2021) Influence of wetland reclamation on land-surface energy exchange and evapotranspiration in the Sanjiang plain, Northeast China. Agric For Meteorol 296:108214

    Article  Google Scholar 

  • Hossen MS, Mano M, Miyata A, Baten MA, Hiyama T (2012) Surface energy partitioning and evapotranspiration over a double-cropping paddy field in Bangladesh. Hydrol Process 26(9):1311–1320

    Article  Google Scholar 

  • Ikudayisi A, Adeyemo J (2016) Effects of different meteorological variables on reference evapotranspiration modeling: application of principal component analysis. Int J Geol Environ Eng 10(6):6664–6668

    Google Scholar 

  • Jerszurki D, de Souza JLM, Silva LdCR (2019) Sensitivity of ASCE-Penman–Monteith reference evapotranspiration under different climate types in Brazil. Clim Dyn 53(1):943–956

    Article  Google Scholar 

  • Jiang S et al (2020) Water use efficiency and its drivers in four typical agroecosystems based on flux tower measurements. Agric For Meteorol 295:108200

    Article  Google Scholar 

  • Jinying S, Hongxin C, Yun H (2009) Correlation between canopy spectral vegetation index and leaf stomatal conductance in rapeseed (Brassica napus L.). Acta Agron Sin 35(6):1131–1138

    Article  Google Scholar 

  • Júnior RDSN, Fraisse CW, Cerbaro VA, Karrei MAZ, Guindin N (2019) Evaluation of the Hargreaves-Samani method for estimating reference evapotranspiration with ground and gridded weather data sources. Appl Eng Agric 35(5):823–835

    Article  Google Scholar 

  • Kim W, Arai T, Kanae S, Oki T, Musiake K (2001) Application of the simple biosphere model (SiB2) to a paddy field for a period of growing season in GAME-tropics. J Meteorol Soc Jpn Ser II 79(1B):387–400

    Article  Google Scholar 

  • Kimball JS (1995) Temporal scale, cover type and climate effects on surface energy and mass exchange. Ph.D Thesis.

  • Li CC (1975) Path analysis—a primer. The Boxwood Press, USA

    Google Scholar 

  • Li S, Li X (2017) Global understanding of farmland abandonment: a review and prospects. J Geogr Sci 27:1123–1150

    Article  Google Scholar 

  • Li L, Yan R, Xiong H (2018) Land surface energy balance of oasis-desert ecotone and its relationship with surface temperature during the summer. Appl Ecol Environ Res 16(5):5447–5465

    Article  Google Scholar 

  • Li L et al (2020) Modelling the effects of climate change on transpiration and evaporation in natural and constructed grasslands in the semi-arid Loess Plateau, China. Agric Ecosyst Environ 302:107077

    Article  Google Scholar 

  • Liu M, Hu D (2019) Response of wetland evapotranspiration to land use/cover change and climate change in Liaohe River Delta, China. Water 11(5):955

    Article  Google Scholar 

  • Liu S, Qin Y, Zou J, Liu Q (2010) Effects of water regime during rice-growing season on annual direct N2O emission in a paddy rice–winter wheat rotation system in southeast China. Sci Total Environ 408(4):906–913

    Article  Google Scholar 

  • Liu B et al (2019) Energy partitioning and evapotranspiration over a rotated paddy field in Southern China. Agric For Meteorol 276:107626

    Article  Google Scholar 

  • Montague T, Kjelgren R, Rupp L (1998) Surface energy balance affects gas exchange of three shrub species. J Arboric 24:254–262

    Google Scholar 

  • Monteiro AFM et al (2021) Intercomparison and uncertainty assessment of methods for estimating evapotranspiration using a high-resolution gridded weather dataset over Brazil. Theoret Appl Climatol 146(1):583–597

    Article  Google Scholar 

  • Ohmura A (1982) Objective criteria for rejecting data for Bowen ratio flux calculations. J Appl Meteorol 21(4):595–598

    Article  Google Scholar 

  • Pardo N, Sánchez ML, Pérez IA, García MA (2015) Energy balance and partitioning over a rotating rapeseed crop. Agric Water Manage 161:31–40

    Article  Google Scholar 

  • Pascolini-Campbell M, Reager JT, Chandanpurkar HA, Rodell M (2021) A 10 percent increase in global land evapotranspiration from 2003 to 2019. Nature 593(7860):543–547

    Article  Google Scholar 

  • Pivec J, Brant V (2018) The actual consumption of water by selected cultivated and weed species of plants and the actual values of evapotranspiration of the stands as determined under field conditions. Soil Water Res 4:S39–S48

    Article  Google Scholar 

  • Priestley CHB, Taylor RJ (1972) On the assessment of surface heat flux and evaporation using large-scale parameters. Mon Weather Rev 100(2):81–92

    Article  Google Scholar 

  • Qiu R et al (2019) Evapotranspiration estimation using a modified Priestley–Taylor model in a rice-wheat rotation system. Agric Water Manage 224:105755

    Article  Google Scholar 

  • Ringnér M (2008) What is principal component analysis? Nat Biotechnol 26(3):303–304

    Article  Google Scholar 

  • Šimáček P, Kubička D, Šebor G, Pospíšil M (2009) Hydroprocessed rapeseed oil as a source of hydrocarbon-based biodiesel. Fuel 88(3):456–460

    Article  Google Scholar 

  • Slatyer R, McIlroy I (1961) Practical microclimatology. Commonw. Sci. and Ind. Res. Organ, Melbourne, Victoria, Australia, p 310

    Google Scholar 

  • Valipour M, Sefidkouhi MAG, Raeini M (2017) Selecting the best model to estimate potential evapotranspiration with respect to climate change and magnitudes of extreme events. Agric Water Manage 180:50–60

    Article  Google Scholar 

  • Van den Bergh T (2017) The influence of climate and vegetation on the water balance of montane and alpine ecosystems. University of Basel, Basel

    Google Scholar 

  • Wang S, Ibrom A, Bauer-Gottwein P, Garcia M (2018) Incorporating diffuse radiation into a light use efficiency and evapotranspiration model: an 11-year study in a high latitude deciduous forest. Agric For Meteorol 248:479–493

    Article  Google Scholar 

  • Wold S, Esbensen K, Geladi P (1987) Principal component analysis. Chemom Intell Lab Syst 2(1):37–52

    Article  Google Scholar 

  • Xu J, Liu X, Yang S, Qi Z, Wang Y (2017) Modeling rice evapotranspiration under water-saving irrigation by calibrating canopy resistance model parameters in the Penman-Monteith equation. Agric Water Manage 182:55–66

    Article  Google Scholar 

  • Yan R, Gao J (2021a) Evaluating the complementary relationship to calculate evapotranspiration by using multiple models in a humid lowland region, Southeast China. Agric For Meteorol 310:108645

    Article  Google Scholar 

  • Yan R, Gao J (2021b) Exploring the influence of seasonal cropland abandonment on near-instantaneous evapotranspiration in the humid lowland region, southern China. Water Resour Res. https://doi.org/10.1029/2021WR031888

    Article  Google Scholar 

  • Yan R, Gao J (2021c) Key factors affecting discharge, soil erosion, nitrogen and phosphorus exports from agricultural polder. Ecol Model 452:109586

    Article  Google Scholar 

  • Yan H, Huang H, Xiao X (2008) Spatio-temporal distribution of multiple cropping systems in the Poyang Lake region. Acta Ecol Sin 28(9):4517–4523

    Google Scholar 

  • Yan R, Xiong H, Feng Z (2013) Relationship between evapotranspiration and multi-environmental factors of Achnatherum splendens grassland’s SPAC system in oasis-desert Ecotone. Arid Land Geogr 36(5):889–896

    Google Scholar 

  • Yan L, Xie C, Liang A, Jiang R, Che S (2021) Comprehensive management of rural water pollution in Polder Wetland: a case study of the Chenhai Wei Polder Wetland in the Taihu Basin of China. Wetlands 41(2):32

    Article  Google Scholar 

  • Yuan Z, Zhou J, Guo M, Lei X, Xie X (2001) Decision coefficient—the decision index of path analysis. J Northwest A&F Univ (Nat Sci Edn) 29(5):131–133

    Google Scholar 

  • Zhai M, Xu X, Jiang X (2012) A method on information extraction of winter fallow fields in middle and lower reaches of Yangtze River by remote sensing. J Geo-Inf Sci 14(3):389–397

    Google Scholar 

  • Zhang H, Wang L (2021) Analysis of the variation in potential evapotranspiration and surface wet conditions in the Hancang River Basin, China. Sci Rep 11(1):1–10

    Google Scholar 

  • Zhang B et al (2016a) Multi-scale evapotranspiration of summer maize and the controlling meteorological factors in north China. Agric For Meteorol 216:1–12

    Article  Google Scholar 

  • Zhang Y, Zhao W, He J, Zhang K (2016b) Energy exchange and evapotranspiration over irrigated seed maize agroecosystems in a desert-oasis region, northwest China. Agric For Meteorol 223:48–59

    Article  Google Scholar 

  • Zhang W et al (2018) Rape (Brassica napus L.) growth monitoring and mapping based on Radarsat-2 time-series data. Remote Sens 10(2):206

    Article  Google Scholar 

  • Zhang X, Zhao C, Dong J, Ge Q (2019) Spatio-temporal pattern of cropland abandonment in China from 1992 to 2017: a meta-analysis. Acta Geogr Sin 74(3):411

    Google Scholar 

  • Zhao X, Liu Y (2017) Phase transition of surface energy exchange in China’s largest freshwater lake. Agric For Meteorol 244–245:98–110

    Article  Google Scholar 

  • Zhao X et al (2008) Effects of the conversion of marshland to cropland on water and energy exchanges in northeastern China. J Hydrol 355(1):181–191

    Article  Google Scholar 

  • Zhou M, Zhu B, Butterbach-Bahl K, Wang X, Zheng X (2014) Nitrous oxide emissions during the non-rice growing seasons of two subtropical rice-based rotation systems in southwest China. Plant Soil 383(1):401–414

    Article  Google Scholar 

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Acknowledgements

We are grateful for the grant supports from the National Natural Science Foundation of China (42071052), Science and Technology Planning Project of NIGLAS (NIGLAS2022GS10), and Young Science and Technology Talents Lifting Project of the Jiangsu Association for Science and Technology (2021–2023). We thank Jiacong Huang for providing help in experimental design and implementation. We also thank the two anonymous reviewers for their critical reviews and helpful comments.

Funding

The Funding was provided by National Natural Science Foundation of China [Grant no. 42071052 and 42371043], Young Science and Technology Talents Lifting Project of the Jiangsu Association for Science and Technology [Grant no. 2021–2023], Science and Technology Planning Project of NIGLAS [Grant no. NIGLAS2022GS10].

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RY: conceptualization, methodology, software, data analysis, writing—original draft. JG: supervision, funding acquisition.

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Correspondence to Junfeng Gao.

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Yan, R., Gao, J. Land surface energy exchange over the rice-winter rape rotation system and its response to winter rape abandonment in the humid lowland region, southern China. Environ Earth Sci 82, 482 (2023). https://doi.org/10.1007/s12665-023-11142-4

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