25 years of the WOFOST cropping systems model
Allard de Wit,Hendrik Boogaard,Davide Fumagalli,Sander Janssen,Rob Knapen,Daniel van Kraalingen,Iwan Supit,Raymond van der Wijngaart,Kees van Diepen +8 more
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This paper provides an updated description of the WOFOST model and reflects on the lessons learned over the last 25 years, including issues like system performance, model sensitivity, spatial model setup, parameterization and calibration approaches as well as software implementation and version management.About:
This article is published in Agricultural Systems.The article was published on 2019-01-01 and is currently open access. It has received 191 citations till now.read more
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Cereal yield gaps across Europe
René Schils,Jørgen E. Olesen,Kurt Christian Kersebaum,Bert Rijk,Michael Oberforster,Valery Kalyada,Maksim Khitrykau,Anne Gobin,H. Kirchev,Vanya Manolova,Ivan Manolov,Mirek Trnka,Mirek Trnka,P. Hlavinka,Taru Palosuo,Pirjo Peltonen-Sainio,Lauri Jauhiainen,Josiane Lorgeou,Hélène Marrou,Nikos Danalatos,Sotirios V. Archontoulis,Nándor Fodor,John Spink,Pier Paolo Roggero,Simona Bassu,Antonio Pulina,Till Seehusen,Anne Kjersti Uhlen,Katarzyna Żyłowska,A Nierobca,Jerzy Kozyra,João Vasco Silva,Benvindo Martins Maçãs,José Coutinho,V. Ion,Jozef Takáč,M. Ines Minguez,Henrik Eckersten,Lilia Levy,Juan Manuel Herrera,Jürg Hiltbrunner,Oleksii Kryvobok,Oleksandr Kryvoshein,Roger Sylvester-Bradley,D. R. Kindred,Cairistiona F.E. Topp,Hendrik Boogaard,Hugo de Groot,Jan Peter Lesschen,Lenny G.J. van Bussel,Joost Wolf,Mink Zijlstra,Marloes P. van Loon,Martin K. van Ittersum +53 more
TL;DR: In this paper, the authors used a country-by-country, bottom-up approach to establish statistical estimates of actual grain yield, and compare these to modelled estimates of potential yields for either irrigated or rainfed conditions.
Journal ArticleDOI
Machine learning for large-scale crop yield forecasting
Dilli Paudel,Hendrik Boogaard,Allard de Wit,Sander Janssen,Sjoukje A. Osinga,Christos Pylianidis,Ioannis N. Athanasiadis +6 more
TL;DR: This work combined agronomic principles of crop modeling with machine learning to build a machine learning baseline for large-scale crop yield forecasting and created features using crop simulation outputs and weather, remote sensing and soil data from the MCYFS database.
Journal ArticleDOI
Review of numerical solution of Richardson-Richards equation for variably saturated flow in soils.
Yuanyuan Zha,Yuanyuan Zha,Jinzhong Yang,Jicai Zeng,Jicai Zeng,Chak-Hau Michael Tso,Wenzhi Zeng,Liangsheng Shi +7 more
TL;DR: Several critical issues related to the numerical modeling of RRE are reviewed, including spatial and temporal discretization, the different forms of R REs, iterative and noniterative schemes, benchmark solutions, and available software and codes.
Journal ArticleDOI
The Global Gridded Crop Model Intercomparison phase 1 simulation dataset
Christoph Müller,Joshua Elliott,David Kelly,Almut Arneth,Juraj Balkovic,Juraj Balkovic,Philippe Ciais,Delphine Deryng,Delphine Deryng,Christian Folberth,Christian Folberth,Steven Hoek,Roberto C. Izaurralde,Roberto C. Izaurralde,Curtis D. Jones,Nikolay Khabarov,Peter Lawrence,Wenfeng Liu,Wenfeng Liu,Stefan Olin,Thomas A. M. Pugh,Ashwan Reddy,Cynthia Rosenzweig,Cynthia Rosenzweig,Alex C. Ruane,Alex C. Ruane,Gen Sakurai,Erwin Schmid,Rastislav Skalsky,Xuhui Wang,Xuhui Wang,Allard de Wit,Hong Yang,Hong Yang +33 more
TL;DR: The Global Gridded Crop Model Intercomparison (GGCMI) phase 1 dataset provides an unprecedentedly large dataset of crop model simulations covering the global ice-free land surface and is aimed at promoting further analyses and understanding of cropmodel performance, potential relationships between productivity and environmental impacts, and insights on how to further improve global gridded crop model frameworks.
Journal ArticleDOI
Exploring high temperature responses of photosynthesis and respiration to improve heat tolerance in wheat
Bradley C Posch,Buddhima C. Kariyawasam,Helen Bramley,Onoriode Coast,Richard A. Richards,Matthew P. Reynolds,Richard Trethowan,Owen K. Atkin +7 more
TL;DR: It is concluded that further investigation into the response of photosynthesis and respiration to high temperature could present several methods of improving wheat high temperature tolerance.
References
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Crop evapotranspiration : guidelines for computing crop water requirements
TL;DR: In this paper, an updated procedure for calculating reference and crop evapotranspiration from meteorological data and crop coefficients is presented, based on the FAO Penman-Monteith method.
Journal ArticleDOI
The DSSAT cropping system model
James W. Jones,Gerrit Hoogenboom,Cheryl H. Porter,Kenneth J. Boote,William D. Batchelor,L. A. Hunt,Paul W. Wilkens,Upendra Singh,Arjan J. Gijsman,Joe T. Ritchie +9 more
TL;DR: The benefits of the new, re-designed DSSAT-CSM will provide considerable opportunities to its developers and others in the scientific community for greater cooperation in interdisciplinary research and in the application of knowledge to solve problems at field, farm, and higher levels.
Journal ArticleDOI
APSIM - Evolution towards a new generation of agricultural systems simulation
Dean Holzworth,Neil Huth,Peter deVoil,Eric J. Zurcher,N.I. Herrmann,Greg McLean,Karine Chenu,Erik van Oosterom,Val Snow,Chris Murphy,Andrew D. Moore,Hamish E. Brown,Jeremy Whish,Shaun Verrall,Justin Fainges,Lindsay W. Bell,Allan Peake,P. L. Poulton,Zvi Hochman,Peter J. Thorburn,Donald S. Gaydon,N. P. Dalgliesh,Daniel Rodriguez,H. Cox,Scott Chapman,Alastair Doherty,Edmar Teixeira,Joanna Sharp,Rogerio Cichota,Iris Vogeler,Frank Yonghong Li,Enli Wang,Graeme Hammer,Michael Robertson,John P. Dimes,Anthony M. Whitbread,James R. Hunt,Harm van Rees,Tim McClelland,Peter Carberry,John N. G. Hargreaves,Neil D. MacLeod,Cam McDonald,Justin Harsdorf,Sara Wedgwood,Brian Keating +45 more
TL;DR: This paper updates the earlier work by Keating et?al.
Journal ArticleDOI
Uncertainty in Simulating Wheat Yields Under Climate Change
Senthold Asseng,Frank Ewert,Cynthia Rosenzweig,James W. Jones,Jerry L. Hatfield,Alex C. Ruane,Kenneth J. Boote,Peter J. Thorburn,Reimund P. Rötter,Davide Cammarano,Nadine Brisson,Nadine Brisson,Bruno Basso,Pierre Martre,Pierre Martre,Pramod K. Aggarwal,Carlos Angulo,Patrick Bertuzzi,Christian Biernath,Andrew J. Challinor,Andrew J. Challinor,Jordi Doltra,Sebastian Gayler,R. Goldberg,Robert F. Grant,L. Heng,J. Hooker,L. A. Hunt,Joachim Ingwersen,Roberto C. Izaurralde,Kurt Christian Kersebaum,Christoph Müller,S. Naresh Kumar,Claas Nendel,Garry O'Leary,Jørgen E. Olesen,Tom M. Osborne,Taru Palosuo,Eckart Priesack,Dominique Ripoche,Mikhail A. Semenov,Iurii Shcherbak,Pasquale Steduto,Claudio O. Stöckle,Pierre Stratonovitch,Thilo Streck,Iwan Supit,Fulu Tao,Maria I. Travasso,Katharina Waha,Daniel Wallach,Jeffrey W. White,James Williams,Joost Wolf +53 more
TL;DR: In this article, the authors present the largest standardized model intercomparison for climate change impacts so far, finding that individual crop models are able to simulate measured wheat grain yields accurately under a range of environments, particularly if the input information is sufficient.
Journal ArticleDOI
An overview of the crop model STICS
Nadine Brisson,Christian Gary,Eric Justes,Romain Roche,Bruno Mary,Dominique Ripoche,Daniel Zimmer,Jorge Sierra,Patrick Bertuzzi,Philippe Burger,François Bussière,Yves-Marie Cabidoche,Pierre Cellier,Philippe Debaeke,Jean-Pierre Gaudillère,Catherine Hénault,Florent Maraux,Bernard Seguin,Hervé Sinoquet +18 more
TL;DR: The Stics model as mentioned in this paper is a model developed at INRA (France) since 1996 to simulate crop growth as well as soil water and nitrogen balances driven by daily climatic data.
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