GDNDC: An integrated system to model water-nitrogen-crop processes for agricultural management at regional scales
Agroecosystem modelling has increasingly focused on the integration of soil biogeochemical processes and crop growth. However, few models are available that offer high computing efficiencies for region-scale simulations, integrated decision support tools, and a structure that allows for easy extensi...
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| Vydáno v: | Environmental modelling & software : with environment data news Ročník 134; s. 104807 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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Oxford
Elsevier Ltd
01.12.2020
Elsevier Science Ltd |
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| ISSN: | 1364-8152, 1873-6726 |
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| Abstract | Agroecosystem modelling has increasingly focused on the integration of soil biogeochemical processes and crop growth. However, few models are available that offer high computing efficiencies for region-scale simulations, integrated decision support tools, and a structure that allows for easy extension. This paper introduces a new modelling tool to fill this gap: the GDNDC (Gridded DNDC) system for gridded agro-biogeochemical simulations. Based on the established DeNitrification and DeComposition (DNDC) model version-95, its main advancements include (i) implementation of parallel computation to significantly reduce computation time across multiple scales; (ii) a built-in parameter optimization algorithm to improve the predictive accuracy, and (iii) several decision support tools. We demonstrate each of these for county-level maize growth simulations in Liaoning Province (China) and reveal the potential of this new modelling tool to guide both long-term policy decisions regarding optimal fertilizer application and near-term crop yield forecasting for reactive decisions required in times of drought.
•Parallel computing mode realized in GDNDC to improve the computing efficiency for regional-scale simulation.•Multiple modules are coupled into GDNDC to enable complete end-to-end simulation for decision support.•Coupler is developed in GDNDC to integrate different modules by coordinating the information exchange.•GDNDC presents a new structure of agricultural modelling system for easy maintenance and extension. |
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| AbstractList | Agroecosystem modelling has increasingly focused on the integration of soil biogeochemical processes and crop growth. However, few models are available that offer high computing efficiencies for region-scale simulations, integrated decision support tools, and a structure that allows for easy extension. This paper introduces a new modelling tool to fill this gap: the GDNDC (Gridded DNDC) system for gridded agro-biogeochemical simulations. Based on the established DeNitrification and DeComposition (DNDC) model version-95, its main advancements include (i) implementation of parallel computation to significantly reduce computation time across multiple scales; (ii) a built-in parameter optimization algorithm to improve the predictive accuracy, and (iii) several decision support tools. We demonstrate each of these for county-level maize growth simulations in Liaoning Province (China) and reveal the potential of this new modelling tool to guide both long-term policy decisions regarding optimal fertilizer application and near-term crop yield forecasting for reactive decisions required in times of drought. Agroecosystem modelling has increasingly focused on the integration of soil biogeochemical processes and crop growth. However, few models are available that offer high computing efficiencies for region-scale simulations, integrated decision support tools, and a structure that allows for easy extension. This paper introduces a new modelling tool to fill this gap: the GDNDC (Gridded DNDC) system for gridded agro-biogeochemical simulations. Based on the established DeNitrification and DeComposition (DNDC) model version-95, its main advancements include (i) implementation of parallel computation to significantly reduce computation time across multiple scales; (ii) a built-in parameter optimization algorithm to improve the predictive accuracy, and (iii) several decision support tools. We demonstrate each of these for county-level maize growth simulations in Liaoning Province (China) and reveal the potential of this new modelling tool to guide both long-term policy decisions regarding optimal fertilizer application and near-term crop yield forecasting for reactive decisions required in times of drought. •Parallel computing mode realized in GDNDC to improve the computing efficiency for regional-scale simulation.•Multiple modules are coupled into GDNDC to enable complete end-to-end simulation for decision support.•Coupler is developed in GDNDC to integrate different modules by coordinating the information exchange.•GDNDC presents a new structure of agricultural modelling system for easy maintenance and extension. |
| ArticleNumber | 104807 |
| Author | Zorn, Conrad Wu, Chao Zhang, Wenyuan Huang, Xiao Yu, Chaoqing Ni, Shaoqiang |
| Author_xml | – sequence: 1 givenname: Xiao surname: Huang fullname: Huang, Xiao organization: Norwegian Institute of Bioeconomy Research, Saerheim, Norway – sequence: 2 givenname: Shaoqiang surname: Ni fullname: Ni, Shaoqiang organization: Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China – sequence: 3 givenname: Chao surname: Wu fullname: Wu, Chao organization: Department of Ecology and Evolutionary Biology, Yale University, New Haven, USA – sequence: 4 givenname: Conrad surname: Zorn fullname: Zorn, Conrad organization: Department of Civil and Environmental Engineering, University of Auckland, Auckland, New Zealand – sequence: 5 givenname: Wenyuan surname: Zhang fullname: Zhang, Wenyuan organization: Department of Zoology, University of Oxford, Oxford, UK – sequence: 6 givenname: Chaoqing surname: Yu fullname: Yu, Chaoqing email: chaoqingyu@gmail.com organization: Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China |
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| Cites_doi | 10.1002/joc.1794 10.1007/s10705-011-9425-5 10.1016/j.envsoft.2014.08.004 10.1016/j.scitotenv.2019.06.054 10.1073/pnas.96.11.5995 10.1016/j.agsy.2016.10.009 10.1016/j.eja.2017.11.002 10.1016/j.agsy.2020.102790 10.1016/j.gloenvcha.2008.10.009 10.1016/j.agrformet.2008.08.015 10.1016/j.envsoft.2019.02.012 10.1007/s11269-012-9989-0 10.1002/2016WR018959 10.2134/agronj2008.0179s 10.1023/A:1012642201910 10.1111/risa.12761 10.1029/91WR02985 10.1016/j.agsy.2007.05.004 10.1016/j.watres.2010.09.018 10.1029/2009GB003765 10.2134/agronj2011.0215 10.1016/j.envsoft.2014.12.013 10.1016/j.envsoft.2012.08.007 10.1002/ird.170 10.1038/nclimate2425 10.1016/j.envsoft.2017.07.002 10.1023/A:1004263405020 10.1038/nclimate3115 10.1109/TEVC.2007.892759 10.1093/comjnl/7.4.308 10.1016/j.jhydrol.2008.05.012 10.1016/S0168-1699(02)00096-0 10.1007/s11119-013-9335-4 10.1016/j.envsoft.2017.06.024 10.1038/nclimate1911 10.1109/4235.996017 10.1016/j.compag.2013.08.004 10.1007/s11119-012-9274-5 10.1016/0022-1694(94)90057-4 10.1002/2017EF000768 10.1016/j.agee.2015.03.014 10.5194/bg-12-2119-2015 10.1038/s41893-018-0106-0 10.1016/j.agrformet.2016.03.007 10.1016/j.compag.2018.07.027 10.1029/92JD00509 10.1016/j.eja.2007.11.008 10.1016/j.compag.2005.09.003 10.2134/agronj2005.0153 10.1073/pnas.1222463110 10.1126/science.1185383 10.1088/1748-9326/10/12/125004 10.1073/pnas.1222474110 10.2134/agronj2005.0001 10.1038/s41586-019-1001-1 10.1029/92WR02617 10.1016/j.agee.2015.11.023 |
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| References | Capalbo, Antle, Seavert (bib5) 2017; 155 Huang, Yu, Fang, Huang, Ni, Hall, Zorn, Huang, Zhang (bib27) 2018; 154 Li, Frolking, Frolking (bib32) 1992; 97 Müller, Elliott, Chryssanthacopoulos, Deryng, Folberth, Pugh, Schmid (bib36) 2015; 10 Qiu, Li, Wang, Tang, Li, Van Ranst (bib40) 2011; 90 Wang, Zhang, Wang (bib51) 2006; 50 Duan, Sorooshian, Gupta (bib13) 1992; 28 Rauff, Bello (bib41) 2015; 6 Gaupp, Pflug, Hochrainer-Stigler, Hall, Dadson (bib19) 2017; 37 Ueyama, Tahara, Iwata, Euskirchen, Ikawa, Kobayashi, Nagano, Nakai, Harazono (bib48) 2016; 222 Buahin, Horsburgh, Neilson (bib3) 2019; 116 Cui, Wang (bib8) 2019; 687 Sorooshian, Duan, Gupta (bib45) 1993; 29 Hirabayashi, Mahendran, Koirala, Konoshima, Yamazaki, Watanabe, Kim, Kanae (bib25) 2013; 3 Gómez-Candón, De Castro, López-Granados (bib23) 2014; 15 Uzoma, Smith, Grant, Desjardins, Gao, Hanis, Tenuta, Goglio, Li (bib49) 2015; 206 Chen, Yu, Li, Xin, Huang, Zhang, Yue, Huang, Li, Wang (bib6) 2016; 219 Schultz, Thatte, Labhsetwar (bib44) 2005; 54 Vital, Gaurut, Lardy, Viovy, Soussana, Bellocchi, Martin (bib50) 2013; 98 Deb, Pratap, Agarwal, Meyarivan (bib9) 2002; 6 Nguyen, Ascough, Maier, Dandy, Andales (bib38) 2017; 97 Yang, Reichert, Abbaspour, Xia, Yang (bib52) 2008; 358 Drewniak, Mishra, Song, Prell, Kotamarthi (bib12) 2015; 12 Zhao, Bryan, King, Luo, Wang, Bende-Michl, Song, Yu (bib59) 2013; 41 Han, Ines, Baethgen (bib24) 2017; 95 Miao, Mulla, Batchelor, Paz, Robert, Wiebers (bib35) 2006; 98 Della-Marta, Mathis, Frei, Liniger, Kleinn, Appenzeller (bib10) 2009; 29 Liu, Asseng, Müller, Ewert, Elliott, Lobell, Martre, Ruane, Wallach, Jones, Rosenzweig, Aggarwal, Alderman, Anothai, Basso, Biernath, Cammarano, Challinor, Deryng, Sanctis, Doltra, Fereres, Folberth, Garcia-Vila, Gayler, Hoogenboom, Hunt, Izaurralde, Jabloun, Jones, Kersebaum, Kimball, Koehler, Kumar, Nendel, O Leary, Olesen, Ottman, Palosuo, Prasad, Priesack, Pugh, Reynolds, Rezaei, Rötter, Schmid, Semenov, Shcherbak, Stehfest, Stöckle, Stratonovitch, Streck, Supit, Tao, Thorburn, Waha, Wall, Wang, White, Wolf, Zhao, Zhu (bib34) 2016; 6 Zhang, Wang, Wang (bib57) 2002; 36 Stewart, Dibb, Johnston, Smyth (bib46) 2005; 97 García-Vila, Fereres, Mateos, Orgaz, Steduto (bib18) 2009; 101 Kaini, Artita, Nicklow (bib30) 2012; 26 Zhang, Li (bib58) 2007; 11 Gerber, Carsjens, Pak-uthai, Robinson (bib21) 2008; 96 Li, Zhuang, Cao, Crill, Dai, Frolking, Moore, Salas, Song, Wang (bib33) 2001; 60 Yu, Li, Xin, Chen, Zhang, Zhang, Li, Clinton, Huang, Yue, Gong (bib55) 2014; 62 Duan, Sorooshian, Gupta (bib14) 1994; 158 Rosenzweig, Elliott, Deryng, Ruane, Müller, Arneth, Boote, Folberth, Glotter, Khabarov, Neumann, Piontek, Pugh, Schmid, Stehfest, Yang, Jones (bib42) 2014; 111 Kwon, Lall (bib31) 2016; 52 Holzworth, Snow, Janssen, Athanasiadis, Donatelli, Hoogenboom, White, Thorburn (bib26) 2015; 72 Rurinda, Zingore, Jibrin, Balemi, Masuki, Andersson, Pampolino, Mohammed, Mutegi, Kamara, Vanlauwe, Craufurd (bib43) 2020; 180 Zhang, Kovacs (bib56) 2012; 13 Yu, Huang, Chen, Godfray, Wright, Hall, Gong, Ni, Qiao, Huang, Xiao, Zhang, Feng, Ju, Ciais, Stenseth, Hessen, Sun, Yu, Cai, Fu, Huang, Zhang, Liu, Taylor (bib53) 2019; 567 Cai, Xing, Yan, Xu, Tsuruta, Yagi, Minami (bib4) 1997; 196 Tilman (bib47) 1999; 96 Elliott, Deryng, Müller, Frieler, Konzmann, Gerten, Glotter, Flörke, Wada, Best, Eisner, Fekete, Folberth, Foster, Gosling, Haddeland, Khabarov, Ludwig, Masaki, Olin, Rosenzweig, Ruane, Satoh, Schmid, Stacke, Tang, Wisser (bib15) 2014; 111 Bowles, Atallah, Campbell, Gaudin, Wieder, Grandy (bib2) 2018; 1 Yu, Huang, Chen, Huang, Ni, Wright, Hall, Ciais, Zhang, Xiao, Sun, Wang, Yu (bib54) 2018; 6 Geerts, Raes, Garcia, Vacher, Mamani, Mendoza, Huanca, Morales, Miranda, Cusicanqui, Taboada (bib20) 2008; 28 Abbaspour (bib1) 2013 Gao, Li, Feng, Wang, Cui, Chen, Zhang (bib17) 2012; 104 Iizumi, Yokozawa, Nishimori (bib28) 2009; 149 Deryng, Sacks, Barford, Ramankutty (bib11) 2011; 25 Cordell, Drangert, White (bib7) 2009; 19 Famiglietti (bib16) 2014; 4 Godfray, Beddington, Crute, Haddad, Lawrence, Muir, Pretty, Robinson, Thomas, Toulmin (bib22) 2010; 327 Jin, Kumar, Li, Feng, Xu, Yang, Wang (bib29) 2018; 92 Paerl, Xu, McCarthy, Zhu, Qin, Li, Gardner (bib39) 2011; 45 Nelder, Mead (bib37) 1965; 7 Abbaspour (10.1016/j.envsoft.2020.104807_bib1) 2013 Godfray (10.1016/j.envsoft.2020.104807_bib22) 2010; 327 Nguyen (10.1016/j.envsoft.2020.104807_bib38) 2017; 97 Cordell (10.1016/j.envsoft.2020.104807_bib7) 2009; 19 Holzworth (10.1016/j.envsoft.2020.104807_bib26) 2015; 72 Gerber (10.1016/j.envsoft.2020.104807_bib21) 2008; 96 Vital (10.1016/j.envsoft.2020.104807_bib50) 2013; 98 Li (10.1016/j.envsoft.2020.104807_bib32) 1992; 97 Deb (10.1016/j.envsoft.2020.104807_bib9) 2002; 6 Zhao (10.1016/j.envsoft.2020.104807_bib59) 2013; 41 Gómez-Candón (10.1016/j.envsoft.2020.104807_bib23) 2014; 15 Chen (10.1016/j.envsoft.2020.104807_bib6) 2016; 219 Geerts (10.1016/j.envsoft.2020.104807_bib20) 2008; 28 Huang (10.1016/j.envsoft.2020.104807_bib27) 2018; 154 Li (10.1016/j.envsoft.2020.104807_bib33) 2001; 60 Han (10.1016/j.envsoft.2020.104807_bib24) 2017; 95 Cai (10.1016/j.envsoft.2020.104807_bib4) 1997; 196 Miao (10.1016/j.envsoft.2020.104807_bib35) 2006; 98 Bowles (10.1016/j.envsoft.2020.104807_bib2) 2018; 1 Kwon (10.1016/j.envsoft.2020.104807_bib31) 2016; 52 Yu (10.1016/j.envsoft.2020.104807_bib54) 2018; 6 Zhang (10.1016/j.envsoft.2020.104807_bib58) 2007; 11 Buahin (10.1016/j.envsoft.2020.104807_bib3) 2019; 116 Gao (10.1016/j.envsoft.2020.104807_bib17) 2012; 104 Cui (10.1016/j.envsoft.2020.104807_bib8) 2019; 687 Gaupp (10.1016/j.envsoft.2020.104807_bib19) 2017; 37 Tilman (10.1016/j.envsoft.2020.104807_bib47) 1999; 96 Nelder (10.1016/j.envsoft.2020.104807_bib37) 1965; 7 Duan (10.1016/j.envsoft.2020.104807_bib13) 1992; 28 Famiglietti (10.1016/j.envsoft.2020.104807_bib16) 2014; 4 Rauff (10.1016/j.envsoft.2020.104807_bib41) 2015; 6 Uzoma (10.1016/j.envsoft.2020.104807_bib49) 2015; 206 Capalbo (10.1016/j.envsoft.2020.104807_bib5) 2017; 155 Ueyama (10.1016/j.envsoft.2020.104807_bib48) 2016; 222 Zhang (10.1016/j.envsoft.2020.104807_bib57) 2002; 36 Rosenzweig (10.1016/j.envsoft.2020.104807_bib42) 2014; 111 Wang (10.1016/j.envsoft.2020.104807_bib51) 2006; 50 Elliott (10.1016/j.envsoft.2020.104807_bib15) 2014; 111 Müller (10.1016/j.envsoft.2020.104807_bib36) 2015; 10 Kaini (10.1016/j.envsoft.2020.104807_bib30) 2012; 26 Rurinda (10.1016/j.envsoft.2020.104807_bib43) 2020; 180 Yang (10.1016/j.envsoft.2020.104807_bib52) 2008; 358 García-Vila (10.1016/j.envsoft.2020.104807_bib18) 2009; 101 Deryng (10.1016/j.envsoft.2020.104807_bib11) 2011; 25 Sorooshian (10.1016/j.envsoft.2020.104807_bib45) 1993; 29 Schultz (10.1016/j.envsoft.2020.104807_bib44) 2005; 54 Hirabayashi (10.1016/j.envsoft.2020.104807_bib25) 2013; 3 Liu (10.1016/j.envsoft.2020.104807_bib34) 2016; 6 Drewniak (10.1016/j.envsoft.2020.104807_bib12) 2015; 12 Stewart (10.1016/j.envsoft.2020.104807_bib46) 2005; 97 Yu (10.1016/j.envsoft.2020.104807_bib53) 2019; 567 Duan (10.1016/j.envsoft.2020.104807_bib14) 1994; 158 Zhang (10.1016/j.envsoft.2020.104807_bib56) 2012; 13 Jin (10.1016/j.envsoft.2020.104807_bib29) 2018; 92 Iizumi (10.1016/j.envsoft.2020.104807_bib28) 2009; 149 Della-Marta (10.1016/j.envsoft.2020.104807_bib10) 2009; 29 Qiu (10.1016/j.envsoft.2020.104807_bib40) 2011; 90 Paerl (10.1016/j.envsoft.2020.104807_bib39) 2011; 45 Yu (10.1016/j.envsoft.2020.104807_bib55) 2014; 62 |
| References_xml | – volume: 111 start-page: 3239 year: 2014 ident: bib15 article-title: Constraints and potentials of future irrigation water availability on agricultural production under climate change publication-title: Proc. Natl. Acad. Sci. Unit. States Am. – volume: 97 start-page: 1 year: 2005 end-page: 6 ident: bib46 article-title: The contribution of commercial fertilizer nutrients to food production publication-title: Agron. J. – volume: 180 start-page: 102790 year: 2020 ident: bib43 article-title: Science-based decision support for formulating crop fertilizer recommendations in sub-Saharan Africa publication-title: Agr. Syst. – volume: 72 start-page: 276 year: 2015 end-page: 286 ident: bib26 article-title: Agricultural production systems modelling and software: current status and future prospects publication-title: Environ. Modell. Softw – volume: 52 start-page: 5662 year: 2016 end-page: 5675 ident: bib31 article-title: A copula-based nonstationary frequency analysis for the 2012–2015 drought in California publication-title: Water Resour. Res. – volume: 6 start-page: 1130 year: 2016 end-page: 1136 ident: bib34 article-title: Similar estimates of temperature impacts on global wheat yield by three independent methods publication-title: Nat. Clim. Change – volume: 219 start-page: 49 year: 2016 end-page: 57 ident: bib6 article-title: Modeling the impacts of water and fertilizer management on the ecosystem service of rice rotated cropping systems in China publication-title: Agric. Ecosyst. Environ. – volume: 3 start-page: 816 year: 2013 end-page: 821 ident: bib25 article-title: Global flood risk under climate change publication-title: Nat. Clim. Change – volume: 111 start-page: 3268 year: 2014 ident: bib42 article-title: Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison publication-title: Proc. Natl. Acad. Sci. Unit. States Am. – volume: 96 start-page: 5995 year: 1999 ident: bib47 article-title: Global environmental impacts of agricultural expansion: the need for sustainable and efficient practices publication-title: Proc. Natl. Acad. Sci. Unit. States Am. – volume: 567 start-page: 516 year: 2019 end-page: 520 ident: bib53 article-title: Managing nitrogen to restore water quality in China publication-title: Nature – volume: 154 start-page: 400 year: 2018 end-page: 410 ident: bib27 article-title: A dynamic agricultural prediction system for large-scale drought assessment on the Sunway TaihuLight supercomputer publication-title: Comput. Electron. Agr – volume: 28 start-page: 1015 year: 1992 end-page: 1031 ident: bib13 article-title: Effective and efficient global optimization for conceptual rainfall-runoff models publication-title: Water Resour. Res. – volume: 97 start-page: 9759 year: 1992 end-page: 9776 ident: bib32 article-title: A model of nitrous oxide evolution from soil driven by rainfall events: 1. Model structure and sensitivity publication-title: J. Geophys. Res.: Atmosphere – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bib9 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE. T. Evolut. Comput – volume: 206 start-page: 71 year: 2015 end-page: 83 ident: bib49 article-title: Assessing the effects of agricultural management on nitrous oxide emissions using flux measurements and the DNDC model publication-title: Agric. Ecosyst. Environ. – volume: 327 start-page: 812 year: 2010 ident: bib22 article-title: Food security: the challenge of feeding 9 billion people publication-title: Science – volume: 90 start-page: 243 year: 2011 end-page: 252 ident: bib40 article-title: GIS-model based estimation of nitrogen leaching from croplands of China publication-title: Nutr. Cycl. Agroecosys. – volume: 29 start-page: 437 year: 2009 end-page: 459 ident: bib10 article-title: The return period of wind storms over Europe publication-title: Int. J. Climatol. – volume: 96 start-page: 37 year: 2008 end-page: 51 ident: bib21 article-title: Decision support for spatially targeted livestock policies: diverse examples from Uganda and Thailand publication-title: Agr. Syst. – volume: 4 start-page: 945 year: 2014 ident: bib16 article-title: The global groundwater crisis publication-title: Nat. Clim. Change – volume: 36 start-page: 113 year: 2002 end-page: 132 ident: bib57 article-title: Precision agriculture—a worldwide overview publication-title: Comput. Electron. Agr – volume: 11 start-page: 712 year: 2007 end-page: 731 ident: bib58 article-title: MOEA/D: a multiobjective evolutionary algorithm based on decomposition publication-title: IEEE. T. Evolut. Comput – volume: 116 start-page: 57 year: 2019 end-page: 71 ident: bib3 article-title: Parallel multi-objective calibration of a component-based river temperature model publication-title: Environ. Modell. Softw – volume: 50 start-page: 1 year: 2006 end-page: 14 ident: bib51 article-title: Wireless sensors in agriculture and food industry—recent development and future perspective publication-title: Comput. Electron. Agr – volume: 95 start-page: 102 year: 2017 end-page: 114 ident: bib24 article-title: Climate-Agriculture-Modeling and Decision Tool (CAMDT): a software framework for climate risk management in agriculture publication-title: Environ. Modell. Softw – volume: 12 start-page: 2119 year: 2015 end-page: 2129 ident: bib12 article-title: Modeling the impact of agricultural land use and management on US carbon budgets publication-title: Biogeosciences – volume: 158 start-page: 265 year: 1994 end-page: 284 ident: bib14 article-title: Optimal use of the SCE-UA global optimization method for calibrating watershed models publication-title: J. Hydrol. – volume: 10 start-page: 125004 year: 2015 ident: bib36 article-title: Implications of climate mitigation for future agricultural production publication-title: Environ. Res. Lett. – volume: 6 start-page: 689 year: 2018 end-page: 703 ident: bib54 article-title: Assessing the impacts of extreme agricultural droughts in China under climate and socioeconomic changes publication-title: Earth's Future – volume: 98 start-page: 131 year: 2013 end-page: 135 ident: bib50 article-title: High-performance computing for climate change impact studies with the Pasture Simulation model publication-title: Comput. Electron. Agr – volume: 15 start-page: 44 year: 2014 end-page: 56 ident: bib23 article-title: Assessing the accuracy of mosaics from unmanned aerial vehicle (UAV) imagery for precision agriculture purposes in wheat publication-title: Precis. Agric. – volume: 7 start-page: 308 year: 1965 end-page: 313 ident: bib37 article-title: A simplex method for function minimization publication-title: Comput. J. – volume: 104 start-page: 165 year: 2012 end-page: 168 ident: bib17 article-title: Understanding yield response to nitrogen to achieve high yield and high nitrogen use efficiency in rainfed corn publication-title: Agron. J. – volume: 13 start-page: 693 year: 2012 end-page: 712 ident: bib56 article-title: The application of small unmanned aerial systems for precision agriculture: a review publication-title: Precis. Agric. – volume: 196 start-page: 7 year: 1997 end-page: 14 ident: bib4 article-title: Methane and nitrous oxide emissions from rice paddy fields as affected by nitrogen fertilisers and water management publication-title: Plant Soil – volume: 19 start-page: 292 year: 2009 end-page: 305 ident: bib7 article-title: The story of phosphorus: global food security and food for thought publication-title: Global Environ. Change – volume: 358 start-page: 1 year: 2008 end-page: 23 ident: bib52 article-title: Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China publication-title: J. Hydrol. – volume: 41 start-page: 231 year: 2013 end-page: 238 ident: bib59 article-title: Large-scale, high-resolution agricultural systems modeling using a hybrid approach combining grid computing and parallel processing publication-title: Environ. Modell. Softw – volume: 149 start-page: 333 year: 2009 end-page: 348 ident: bib28 article-title: Parameter estimation and uncertainty analysis of a large-scale crop model for paddy rice: application of a Bayesian approach publication-title: Arg. Forest. Meteorol – volume: 6 start-page: 1098 year: 2015 ident: bib41 article-title: A review of crop growth simulation models as tools for agricultural meteorology publication-title: Agric. Sci. – volume: 37 start-page: 2212 year: 2017 end-page: 2228 ident: bib19 article-title: Dependency of crop production between global breadbaskets: a copula approach for the assessment of global and regional risk pools publication-title: Risk Anal. – volume: 92 start-page: 141 year: 2018 end-page: 152 ident: bib29 article-title: A review of data assimilation of remote sensing and crop models publication-title: Eur. J. Agron. – volume: 54 start-page: 263 year: 2005 end-page: 278 ident: bib44 article-title: Irrigation and drainage. Main contributors to global food production publication-title: Irrig. Drain. – volume: 26 start-page: 1827 year: 2012 end-page: 1845 ident: bib30 article-title: Optimizing structural best management practices using SWAT and genetic algorithm to improve water quality goals publication-title: Water Resour. Manag. – volume: 45 start-page: 1973 year: 2011 end-page: 1983 ident: bib39 article-title: Controlling harmful cyanobacterial blooms in a hyper-eutrophic lake (Lake Taihu, China): the need for a dual nutrient (N & P) management strategy publication-title: Water Res. – volume: 62 start-page: 454 year: 2014 end-page: 464 ident: bib55 article-title: Dynamic assessment of the impact of drought on agricultural yield and scale-dependent return periods over large geographic regions publication-title: Environ. Modell. Softw – year: 2013 ident: bib1 article-title: SWAT-CUP 2012. SWAT Calibration and Uncertainty Program—A User Manual – volume: 101 start-page: 477 year: 2009 end-page: 487 ident: bib18 article-title: Deficit irrigation optimization of cotton with AquaCrop publication-title: Agron. J. – volume: 155 start-page: 191 year: 2017 end-page: 199 ident: bib5 article-title: Next generation data systems and knowledge products to support agricultural producers and science-based policy decision making publication-title: Agr. Syst. – volume: 687 start-page: 61 year: 2019 end-page: 70 ident: bib8 article-title: Improving the DNDC biogeochemistry model to simulate soil temperature and emissions of nitrous oxide and carbon dioxide in cold regions publication-title: Sci. Total Environ. – volume: 25 year: 2011 ident: bib11 article-title: Simulating the effects of climate and agricultural management practices on global crop yield publication-title: Global. Biogeochem. Cy – volume: 98 start-page: 545 year: 2006 end-page: 553 ident: bib35 article-title: Evaluating management zone optimal nitrogen rates with a crop growth model publication-title: Agron. J. – volume: 1 start-page: 399 year: 2018 end-page: 408 ident: bib2 article-title: Addressing agricultural nitrogen losses in a changing climate publication-title: Nature Sustainability – volume: 222 start-page: 98 year: 2016 end-page: 111 ident: bib48 article-title: Optimization of a biochemical model with eddy covariance measurements in black spruce forests of Alaska for estimating CO2 fertilization effects publication-title: Arg. Forest. Meteorol – volume: 97 start-page: 32 year: 2017 end-page: 45 ident: bib38 article-title: Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model publication-title: Environ. Modell. Softw – volume: 28 start-page: 427 year: 2008 end-page: 436 ident: bib20 article-title: Introducing deficit irrigation to stabilize yields of quinoa (Chenopodium quinoa Willd.) publication-title: Eur. J. Agron. – volume: 29 start-page: 1185 year: 1993 end-page: 1194 ident: bib45 article-title: Calibration of rainfall-runoff models: application of global optimization to the sacramento soil moisture accounting model publication-title: Water Resour. Res. – volume: 60 start-page: 159 year: 2001 end-page: 175 ident: bib33 article-title: Comparing a process-based agro-ecosystem model to the IPCC methodology for developing a national inventory of N2O emissions from arable lands in China publication-title: Nutr. Cycl. Agroecosys. – volume: 29 start-page: 437 year: 2009 ident: 10.1016/j.envsoft.2020.104807_bib10 article-title: The return period of wind storms over Europe publication-title: Int. J. Climatol. doi: 10.1002/joc.1794 – volume: 90 start-page: 243 year: 2011 ident: 10.1016/j.envsoft.2020.104807_bib40 article-title: GIS-model based estimation of nitrogen leaching from croplands of China publication-title: Nutr. Cycl. Agroecosys. doi: 10.1007/s10705-011-9425-5 – volume: 62 start-page: 454 year: 2014 ident: 10.1016/j.envsoft.2020.104807_bib55 article-title: Dynamic assessment of the impact of drought on agricultural yield and scale-dependent return periods over large geographic regions publication-title: Environ. Modell. Softw doi: 10.1016/j.envsoft.2014.08.004 – volume: 687 start-page: 61 year: 2019 ident: 10.1016/j.envsoft.2020.104807_bib8 article-title: Improving the DNDC biogeochemistry model to simulate soil temperature and emissions of nitrous oxide and carbon dioxide in cold regions publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2019.06.054 – volume: 96 start-page: 5995 year: 1999 ident: 10.1016/j.envsoft.2020.104807_bib47 article-title: Global environmental impacts of agricultural expansion: the need for sustainable and efficient practices publication-title: Proc. Natl. Acad. Sci. Unit. States Am. doi: 10.1073/pnas.96.11.5995 – year: 2013 ident: 10.1016/j.envsoft.2020.104807_bib1 – volume: 155 start-page: 191 year: 2017 ident: 10.1016/j.envsoft.2020.104807_bib5 article-title: Next generation data systems and knowledge products to support agricultural producers and science-based policy decision making publication-title: Agr. Syst. doi: 10.1016/j.agsy.2016.10.009 – volume: 92 start-page: 141 year: 2018 ident: 10.1016/j.envsoft.2020.104807_bib29 article-title: A review of data assimilation of remote sensing and crop models publication-title: Eur. J. Agron. doi: 10.1016/j.eja.2017.11.002 – volume: 180 start-page: 102790 year: 2020 ident: 10.1016/j.envsoft.2020.104807_bib43 article-title: Science-based decision support for formulating crop fertilizer recommendations in sub-Saharan Africa publication-title: Agr. Syst. doi: 10.1016/j.agsy.2020.102790 – volume: 19 start-page: 292 year: 2009 ident: 10.1016/j.envsoft.2020.104807_bib7 article-title: The story of phosphorus: global food security and food for thought publication-title: Global Environ. Change doi: 10.1016/j.gloenvcha.2008.10.009 – volume: 149 start-page: 333 year: 2009 ident: 10.1016/j.envsoft.2020.104807_bib28 article-title: Parameter estimation and uncertainty analysis of a large-scale crop model for paddy rice: application of a Bayesian approach publication-title: Arg. Forest. Meteorol doi: 10.1016/j.agrformet.2008.08.015 – volume: 116 start-page: 57 year: 2019 ident: 10.1016/j.envsoft.2020.104807_bib3 article-title: Parallel multi-objective calibration of a component-based river temperature model publication-title: Environ. Modell. Softw doi: 10.1016/j.envsoft.2019.02.012 – volume: 26 start-page: 1827 year: 2012 ident: 10.1016/j.envsoft.2020.104807_bib30 article-title: Optimizing structural best management practices using SWAT and genetic algorithm to improve water quality goals publication-title: Water Resour. Manag. doi: 10.1007/s11269-012-9989-0 – volume: 52 start-page: 5662 year: 2016 ident: 10.1016/j.envsoft.2020.104807_bib31 article-title: A copula-based nonstationary frequency analysis for the 2012–2015 drought in California publication-title: Water Resour. Res. doi: 10.1002/2016WR018959 – volume: 101 start-page: 477 year: 2009 ident: 10.1016/j.envsoft.2020.104807_bib18 article-title: Deficit irrigation optimization of cotton with AquaCrop publication-title: Agron. J. doi: 10.2134/agronj2008.0179s – volume: 60 start-page: 159 year: 2001 ident: 10.1016/j.envsoft.2020.104807_bib33 article-title: Comparing a process-based agro-ecosystem model to the IPCC methodology for developing a national inventory of N2O emissions from arable lands in China publication-title: Nutr. Cycl. Agroecosys. doi: 10.1023/A:1012642201910 – volume: 37 start-page: 2212 year: 2017 ident: 10.1016/j.envsoft.2020.104807_bib19 article-title: Dependency of crop production between global breadbaskets: a copula approach for the assessment of global and regional risk pools publication-title: Risk Anal. doi: 10.1111/risa.12761 – volume: 28 start-page: 1015 year: 1992 ident: 10.1016/j.envsoft.2020.104807_bib13 article-title: Effective and efficient global optimization for conceptual rainfall-runoff models publication-title: Water Resour. Res. doi: 10.1029/91WR02985 – volume: 96 start-page: 37 year: 2008 ident: 10.1016/j.envsoft.2020.104807_bib21 article-title: Decision support for spatially targeted livestock policies: diverse examples from Uganda and Thailand publication-title: Agr. Syst. doi: 10.1016/j.agsy.2007.05.004 – volume: 45 start-page: 1973 year: 2011 ident: 10.1016/j.envsoft.2020.104807_bib39 article-title: Controlling harmful cyanobacterial blooms in a hyper-eutrophic lake (Lake Taihu, China): the need for a dual nutrient (N & P) management strategy publication-title: Water Res. doi: 10.1016/j.watres.2010.09.018 – volume: 25 year: 2011 ident: 10.1016/j.envsoft.2020.104807_bib11 article-title: Simulating the effects of climate and agricultural management practices on global crop yield publication-title: Global. Biogeochem. Cy doi: 10.1029/2009GB003765 – volume: 104 start-page: 165 year: 2012 ident: 10.1016/j.envsoft.2020.104807_bib17 article-title: Understanding yield response to nitrogen to achieve high yield and high nitrogen use efficiency in rainfed corn publication-title: Agron. J. doi: 10.2134/agronj2011.0215 – volume: 72 start-page: 276 year: 2015 ident: 10.1016/j.envsoft.2020.104807_bib26 article-title: Agricultural production systems modelling and software: current status and future prospects publication-title: Environ. Modell. Softw doi: 10.1016/j.envsoft.2014.12.013 – volume: 41 start-page: 231 year: 2013 ident: 10.1016/j.envsoft.2020.104807_bib59 article-title: Large-scale, high-resolution agricultural systems modeling using a hybrid approach combining grid computing and parallel processing publication-title: Environ. Modell. Softw doi: 10.1016/j.envsoft.2012.08.007 – volume: 54 start-page: 263 year: 2005 ident: 10.1016/j.envsoft.2020.104807_bib44 article-title: Irrigation and drainage. Main contributors to global food production publication-title: Irrig. Drain. doi: 10.1002/ird.170 – volume: 4 start-page: 945 year: 2014 ident: 10.1016/j.envsoft.2020.104807_bib16 article-title: The global groundwater crisis publication-title: Nat. Clim. Change doi: 10.1038/nclimate2425 – volume: 97 start-page: 32 year: 2017 ident: 10.1016/j.envsoft.2020.104807_bib38 article-title: Optimization of irrigation scheduling using ant colony algorithms and an advanced cropping system model publication-title: Environ. Modell. Softw doi: 10.1016/j.envsoft.2017.07.002 – volume: 196 start-page: 7 year: 1997 ident: 10.1016/j.envsoft.2020.104807_bib4 article-title: Methane and nitrous oxide emissions from rice paddy fields as affected by nitrogen fertilisers and water management publication-title: Plant Soil doi: 10.1023/A:1004263405020 – volume: 6 start-page: 1130 year: 2016 ident: 10.1016/j.envsoft.2020.104807_bib34 article-title: Similar estimates of temperature impacts on global wheat yield by three independent methods publication-title: Nat. Clim. Change doi: 10.1038/nclimate3115 – volume: 11 start-page: 712 year: 2007 ident: 10.1016/j.envsoft.2020.104807_bib58 article-title: MOEA/D: a multiobjective evolutionary algorithm based on decomposition publication-title: IEEE. T. Evolut. Comput doi: 10.1109/TEVC.2007.892759 – volume: 7 start-page: 308 year: 1965 ident: 10.1016/j.envsoft.2020.104807_bib37 article-title: A simplex method for function minimization publication-title: Comput. J. doi: 10.1093/comjnl/7.4.308 – volume: 358 start-page: 1 year: 2008 ident: 10.1016/j.envsoft.2020.104807_bib52 article-title: Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China publication-title: J. Hydrol. doi: 10.1016/j.jhydrol.2008.05.012 – volume: 36 start-page: 113 year: 2002 ident: 10.1016/j.envsoft.2020.104807_bib57 article-title: Precision agriculture—a worldwide overview publication-title: Comput. Electron. Agr doi: 10.1016/S0168-1699(02)00096-0 – volume: 15 start-page: 44 year: 2014 ident: 10.1016/j.envsoft.2020.104807_bib23 article-title: Assessing the accuracy of mosaics from unmanned aerial vehicle (UAV) imagery for precision agriculture purposes in wheat publication-title: Precis. Agric. doi: 10.1007/s11119-013-9335-4 – volume: 95 start-page: 102 year: 2017 ident: 10.1016/j.envsoft.2020.104807_bib24 article-title: Climate-Agriculture-Modeling and Decision Tool (CAMDT): a software framework for climate risk management in agriculture publication-title: Environ. Modell. Softw doi: 10.1016/j.envsoft.2017.06.024 – volume: 3 start-page: 816 year: 2013 ident: 10.1016/j.envsoft.2020.104807_bib25 article-title: Global flood risk under climate change publication-title: Nat. Clim. Change doi: 10.1038/nclimate1911 – volume: 6 start-page: 182 year: 2002 ident: 10.1016/j.envsoft.2020.104807_bib9 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE. T. Evolut. Comput doi: 10.1109/4235.996017 – volume: 98 start-page: 131 year: 2013 ident: 10.1016/j.envsoft.2020.104807_bib50 article-title: High-performance computing for climate change impact studies with the Pasture Simulation model publication-title: Comput. Electron. Agr doi: 10.1016/j.compag.2013.08.004 – volume: 13 start-page: 693 year: 2012 ident: 10.1016/j.envsoft.2020.104807_bib56 article-title: The application of small unmanned aerial systems for precision agriculture: a review publication-title: Precis. Agric. doi: 10.1007/s11119-012-9274-5 – volume: 158 start-page: 265 year: 1994 ident: 10.1016/j.envsoft.2020.104807_bib14 article-title: Optimal use of the SCE-UA global optimization method for calibrating watershed models publication-title: J. Hydrol. doi: 10.1016/0022-1694(94)90057-4 – volume: 6 start-page: 689 year: 2018 ident: 10.1016/j.envsoft.2020.104807_bib54 article-title: Assessing the impacts of extreme agricultural droughts in China under climate and socioeconomic changes publication-title: Earth's Future doi: 10.1002/2017EF000768 – volume: 6 start-page: 1098 year: 2015 ident: 10.1016/j.envsoft.2020.104807_bib41 article-title: A review of crop growth simulation models as tools for agricultural meteorology publication-title: Agric. Sci. – volume: 206 start-page: 71 year: 2015 ident: 10.1016/j.envsoft.2020.104807_bib49 article-title: Assessing the effects of agricultural management on nitrous oxide emissions using flux measurements and the DNDC model publication-title: Agric. Ecosyst. Environ. doi: 10.1016/j.agee.2015.03.014 – volume: 12 start-page: 2119 year: 2015 ident: 10.1016/j.envsoft.2020.104807_bib12 article-title: Modeling the impact of agricultural land use and management on US carbon budgets publication-title: Biogeosciences doi: 10.5194/bg-12-2119-2015 – volume: 1 start-page: 399 year: 2018 ident: 10.1016/j.envsoft.2020.104807_bib2 article-title: Addressing agricultural nitrogen losses in a changing climate publication-title: Nature Sustainability doi: 10.1038/s41893-018-0106-0 – volume: 222 start-page: 98 year: 2016 ident: 10.1016/j.envsoft.2020.104807_bib48 article-title: Optimization of a biochemical model with eddy covariance measurements in black spruce forests of Alaska for estimating CO2 fertilization effects publication-title: Arg. Forest. Meteorol doi: 10.1016/j.agrformet.2016.03.007 – volume: 154 start-page: 400 year: 2018 ident: 10.1016/j.envsoft.2020.104807_bib27 article-title: A dynamic agricultural prediction system for large-scale drought assessment on the Sunway TaihuLight supercomputer publication-title: Comput. Electron. Agr doi: 10.1016/j.compag.2018.07.027 – volume: 97 start-page: 9759 year: 1992 ident: 10.1016/j.envsoft.2020.104807_bib32 article-title: A model of nitrous oxide evolution from soil driven by rainfall events: 1. Model structure and sensitivity publication-title: J. Geophys. Res.: Atmosphere doi: 10.1029/92JD00509 – volume: 28 start-page: 427 year: 2008 ident: 10.1016/j.envsoft.2020.104807_bib20 article-title: Introducing deficit irrigation to stabilize yields of quinoa (Chenopodium quinoa Willd.) publication-title: Eur. J. Agron. doi: 10.1016/j.eja.2007.11.008 – volume: 50 start-page: 1 year: 2006 ident: 10.1016/j.envsoft.2020.104807_bib51 article-title: Wireless sensors in agriculture and food industry—recent development and future perspective publication-title: Comput. Electron. Agr doi: 10.1016/j.compag.2005.09.003 – volume: 98 start-page: 545 year: 2006 ident: 10.1016/j.envsoft.2020.104807_bib35 article-title: Evaluating management zone optimal nitrogen rates with a crop growth model publication-title: Agron. J. doi: 10.2134/agronj2005.0153 – volume: 111 start-page: 3268 year: 2014 ident: 10.1016/j.envsoft.2020.104807_bib42 article-title: Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison publication-title: Proc. Natl. Acad. Sci. Unit. States Am. doi: 10.1073/pnas.1222463110 – volume: 327 start-page: 812 year: 2010 ident: 10.1016/j.envsoft.2020.104807_bib22 article-title: Food security: the challenge of feeding 9 billion people publication-title: Science doi: 10.1126/science.1185383 – volume: 10 start-page: 125004 year: 2015 ident: 10.1016/j.envsoft.2020.104807_bib36 article-title: Implications of climate mitigation for future agricultural production publication-title: Environ. Res. Lett. doi: 10.1088/1748-9326/10/12/125004 – volume: 111 start-page: 3239 year: 2014 ident: 10.1016/j.envsoft.2020.104807_bib15 article-title: Constraints and potentials of future irrigation water availability on agricultural production under climate change publication-title: Proc. Natl. Acad. Sci. Unit. States Am. doi: 10.1073/pnas.1222474110 – volume: 97 start-page: 1 year: 2005 ident: 10.1016/j.envsoft.2020.104807_bib46 article-title: The contribution of commercial fertilizer nutrients to food production publication-title: Agron. J. doi: 10.2134/agronj2005.0001 – volume: 567 start-page: 516 year: 2019 ident: 10.1016/j.envsoft.2020.104807_bib53 article-title: Managing nitrogen to restore water quality in China publication-title: Nature doi: 10.1038/s41586-019-1001-1 – volume: 29 start-page: 1185 year: 1993 ident: 10.1016/j.envsoft.2020.104807_bib45 article-title: Calibration of rainfall-runoff models: application of global optimization to the sacramento soil moisture accounting model publication-title: Water Resour. Res. doi: 10.1029/92WR02617 – volume: 219 start-page: 49 year: 2016 ident: 10.1016/j.envsoft.2020.104807_bib6 article-title: Modeling the impacts of water and fertilizer management on the ecosystem service of rice rotated cropping systems in China publication-title: Agric. Ecosyst. Environ. doi: 10.1016/j.agee.2015.11.023 |
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| SubjectTerms | Agricultural ecosystems Agricultural management agroecosystems Algorithms Biogeochemistry China Computation computer software corn Crop growth Crop yield Crops Decision support Decision support systems Denitrification Drought Fertilizer application GDNDC issues and policy Optimal fertilization Optimization Parallel computation Parallel processing Parameter optimization Simulation soil |
| Title | GDNDC: An integrated system to model water-nitrogen-crop processes for agricultural management at regional scales |
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