Estimating model prediction error: Should you treat predictions as fixed or random?

by Wallach, Daniel, Thorburn, Peter J., Asseng, Senthold, Challinor, Andrew J., Ewert, Frank, Jones, James W., Rotter, Reimund P., Ruane, Alex C.
Published 2016-10

AgMIP’s Transdisciplinary Agricultural Systems Approach to Regional Integrated Assessment of Climate Impacts, Vulnerability, and Adaptation AgMIP’s Transdisciplinary Agricultural Systems Approach to Regional Integrated Assessment of Climate Impacts, Vulnerability, and Adaptation

by 43110 Antle, J.M., 351478 Valdivia, Roberto, 50084 Boote, K.J., Janssen, Sander, 81523 Jones, J.W., Porter, C. H, Rosenzweig, Cynthia, Ruane, A, Thorburn, Peter J
Published 2015

Reuse of process-based models: Automatic transformation into many programming languages and simulation platforms

by Midingoyi, Cyrille Ahmed, Pradal, Christophe, Athanasiadis, Ioannis, Donatelli, Marcello, Enders, Andreas, Fumagalli, Davide, Garcia, Frédérick, Holzworth, Dean, Hoogenboom, Gerrit, Porter, Cheryl, Raynal, Hélène, Thorburn, Peter J., Martre, Pierre

Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components

by Midingoyi, Cyrille Ahmed, Pradal, Christophe, Enders, Andreas, Fumagalli, Davide, Raynal, Hélène, Donatelli, Marcello, Athanasiadis, Ioannis, Porter, Cheryl, Hoogenboom, Gerrit, Holzworth, Dean, Garcia, Frédérick, Thorburn, Peter J., Martre, Pierre

The Agricultural Model Exchange Initiative

by Martre, Pierre, Donatelli, Marcello, Pradal, Christophe, Enders, Andreas, Ahmed Midingoyi, Cyrille, Athanasiadis, Ioannis, Fumagalli, Davide, Holzworth, Dean, Hoogenboom, Gerrit, Porter, Cheryl, Raynal, Hélène, Rizzoli, Andrea E., Thorburn, Peter J.

How well do crop models predict phenology, given calibration data from the target population?

by Wallach, Daniel, Palosuo, Taru, Thorburn, Peter J., Gourdain, Emmanuelle, Asseng, Senthold, Basso, Bruno, Buis, Samuel, Crout, Neil, Dibari, Camilla, Dumont, Benjamin, Ferrise, Roberto, Gaiser, Thomas, Garcia, Cécile, Gayler, Sebastian, Ghahramani, Afshin, Hochman, Zvi, Hoek, Steven, Hoogenboom, Gerrit, Horan, Heidi, Huang, Mingxia, Jabloun, Mohamed, Jing, Qi, Justes, Eric, et al.

The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise

by Wallach, Daniel, Palosuo, Taru, Thorburn, Peter J., Hochman, Zvi, Gourdain, Emmanuelle, Andrianasolo, Fety, Asseng, Senthold, Basso, Bruno, Buis, Samuel, Crout, Neil, Dibari, Camilla, Dumont, Benjamin, Ferrise, Roberto, Gaiser, Thomas, Garcia, Cécile, Gayler, Sebastian, Ghahramani, Afshin, Hiremath, Santosh, Hoek, Steven, Horan, Heidi, Hoogenboom, Gerrit, Huang, Mingxia, Jabloun, Mohamed, Jansson, Per-Erik, Jing, Qi, Justes, Eric, et al.

Multi-model evaluation of phenology prediction for wheat in Australia

by Wallach, Daniel, Palosuo, Taru, Thorburn, Peter J., Hochman, Zvi, Andrianasolo, Fety, Asseng, Senthold, Basso, Bruno, Buis, Samuel, Crout, Neil, Dumont, Benjamin, Ferrise, Roberto, Gaiser, Thomas, Gayler, Sebastian, Hiremath, Santosh, Hoek, Steven, Horan, Heidi, Hoogenboom, Gerrit, Huang, Mingxia, Jabloun, Mohamed, Jansson, Per-Erik, Jing, Qi, Justes, Eric, Kersebaum, Kurt Christian, Launay, Marie, Lewan, Elisabet, Luo, Qunying, Maestrini, Bernardo, Moriondo, Marco, et al.

Understanding differences in climate sensitivity simulations of APSIM and DSSAT crop models

by Boote, Kenneth J., Adam, Myriam, Ahmad, Ishfaq, Ahmad, Shakeel, Cammarano, Davide, Chattha, Ashfaq Ahmad, Claessens, Lieven, Dimes, John, Durand, Wiltrud, Freduah, Bright Salah, Gummadi, Sridhar, Hargreaves, John, Hoogenboom, Gerrit, Homann-Kee Tui, Sabine, Jones, Jeffrey B., Khaliq, Tasneem, MacCarthy, Dilys Sefakor, Masikati, Patricia, McDermid, Sonali P., Murthy, Kadiyala Dakshina, Nenkam, Andrée, Porter, Cheryl, Ruane, Alex C., Subash, Nataraja, Thorburn, Peter J., Traore, Pierre C. S., Vellingiri, Geethalakshmi, Wajid, Syed Aftab

Crop model improvement reduces the uncertainty of the response totemperature of multi-model ensembles

by Martre, Pierre, Asseng, Senthold, Ewert, Frank, Müller, Christoph, Rötter, Reimund P., Ruane, Alex C., Semenov, Mikhail A., Wallach, Daniel, Wang, Enli, Alderman, Phillip D., Kassie, Belay T., Biernath, Christian, Basso, Bruno, Cammarano, Davide, Challinor, Andrew J., Doltra, Jordi, Dumont, Benjamin, Rezaei, Ehsan Eyshi, Gayler, Sebastian, Kersebaum, Kurt-Christian, Kimball, Bruce A., Köhler, Ann-Kristin, Liu, Bing, O'Leary, Garry J., Olesen, J.E., Ottman, Michael J., Priesack, Eckart, Reynolds, Matthew P., Stratonovitch, Pierre, Streck, Thilo, Thorburn, Peter J., Waha, Katharina, Wall, Gerard W., White, Jeffrey W., Zhao, Zhigan, Zhu, Yan
Published 2017-02

Proposal and extensive test of a calibration protocol for crop phenology models

by Wallach, Daniel, Palosuo, Taru, Thorburn, Peter J., Mielenz, Henrike, Buis, Samuel, Hochman, Zvi, Gourdain, Emmanuelle, Andrianasolo, Fety, Dumont, Benjamin, Ferrise, Roberto, Gaiser, Thomas, Garcia, Cécile, Gayler, Sebastian, Harrison, Matthew, Hiremath, Santosh, Horan, Heidi, Hoogenboom, Gerrit, Jansson, Per-Erik, Jing, Qi, Justes, Eric, Kersebaum, Kurt Christian, Launay, Marie, Lewan, Elisabet, Liu, Ke, Mequanint, Fasil, Moriondo, Marco, Nendel, Claas, Padovan, Gloria, Qian, Budong, Schütze, Niels, Seserman, Diana‑Maria, Shelia, Vakhtang, Souissi, Amir, Specka, Xenia, Srivastava, Amit Kumar, Trombi, Giacomo, Weber, Tobias K. D., Weihermüller, Lutz, Wöhling, Thomas, Seidel, Sabine I.

Multi-wheat-model ensemble responses to interannual climate variability

by Ruane, Alex C., Hudson, Nicholas I., Asseng, Senthold, Camarrano, Davide, Ewert, Frank, Martre, Pierre, Boote, Kenneth J., Thorburn, Peter J., Aggarwal, Pramod K., Angulo, Carlos, Basso, Bruno, Bertuzzi, Patrick, Biernath, Christian, Brisson, Nadine, Challinor, Andrew J., Doltra, Jordi, Gayler, Sebastian, Goldberg, Richard A., Grant, Robert F., Heng, Lee, Hooker, Josh, Hunt, Leslie A., Ingwersen, Joachim, Izaurralde, Roberto César, Kersebaum, Kurt-Christian, Kumar, Soora Naresh, Müller, Christoph, Nendel, Claas, O'Leary, Garry J., Olesen, J.E., Osborne, Tom M., Palosuo, Taru, Priesack, Eckart, Ripoche, Dominique, Rotter, Reimund P., Semenov, Mikhail A., Shcherbak, Iurii, Steduto, Pasquale, Stöckle, Claudio O., Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Travasso, Maria, Waha, Katharina, Wallach, Daniel, White, Jeffrey W., Wolf, Joost
Published 2016-07

Multimodel ensembles improve predictions of crop–environment–management interactions

by Wallach, Daniel, Martre, Pierre, Liu, Bing, Asseng, Senthold, Ewert, Frank, Thorburn, Peter J., Ittersum, Martin K. van, Aggarwal, Pramod K., Ahmed, Mukhtar, Basso, Bruno, Biernath, Christian, Cammarano, Davide, Challinor, Andrew J., Sanctis, Giacomo de, Dumont, Benjamin, Eyshi Rezaei, Ehsan, Fereres, Elias, Fitzgerald, Glenn J., Gao, Y, García Vila, Margarita, Gayler, Sebastian, Girousse, Christine, Hoogenboom, Gerrit, Horan, Heidi, Izaurralde, Roberto César, Jones, Curtis D., Kassie, Belay T., Kersebaum, Christian C., Klein, Christian, Köhler, Ann-Kristin, Maiorano, Andrea, Minoli, Sara, Müller, Christoph, Naresh Kumar, Soora, Nendel, Claas, O'Leary, Garry J., Palosuo, Taru, Priesack, Eckart, Ripoche, Dominique, Rötter, Reimund P., Semenov, Mikhail A., Stöckle, Claudio O., Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Wolf, Joost, Zhang, Zhao
Published 2018-11

Benchmark data set for wheat growth models: Field experiments and AgMIP multi-model simulations

by Asseng, Senthold, Ewert, Frank, Martre, Pierre, Rosenzweig, Cynthia, Jones, Jim, Hatfield, Jerry L., Ruane, Alex C., Boote, Kenneth J., Thorburn, Peter J., Rötter, Reimund P., Cammarano, Davide, Basso, Bruno, Aggarwal, Pramod K., Angulo, Carlos, Bertuzzi, Patrick, Biernath, Christian, Challinor, Andrew J., Doltra, Jordi, Gayler, Sebastian, Goldberg, Richard A., Grant, Robert, Heng, Lee, Hooker, Josh, Hunt, Tony, Ingwersen, Joachim, Izaurralde, Roberto César, Kersebaum, Kurt-Christian, Müller, Christoph, Naresh Kumar, Soora, Nendel, Claas, O'Leary, Garry J., Olesen, J.E., Osborne, Tom M., Palosuo, Taru, Priesack, Eckart, Ripoche, Dominique, Semenov, Mikhail A., Shcherbak, Iurii, Steduto, Pasquale, Stöckle, Claudio O., Stratonovitch, Pierre, Streck I, Supit, Iwan, Tao, Fulu, Travasso, Maria, Waha, Katharina, Wallach, Daniel, White, Jeffrey W., Williams, Jimmy, Wolf, Joost
Published 2015

Uncertainty of wheat water use: Simulated patterns and sensitivity totemperature and CO2

by Cammarano, Davide, Rötter, Reimund P., Asseng, Senthold, Ewert, Frank, Wallach, Daniel, Martre, Pierre, Hatfield, Jerry L., Jones, James W., Rosenzweig, Cynthia, Ruane, Alex C., Boote, Kenneth J., Thorburn, Peter J., Kersebaum, Kurt-Christian, Aggarwal, Pramod K., Angulo, Carlos, Basso, Bruno, Bertuzzi, Patrick, Biernath, Christian, Brisson, Nadine, Challinor, Andrew J., Doltra, Jordi, Gayler, Sebastian, Goldberg, Richie, Heng, Lee, Hooker, Josh, Hunt, Leslie A., Ingwersen, Joachim, Izaurralde, Roberto César, Müller, Christoph, Kumar, Soora Naresh, Nendel, Claas, O'Leary, Garry J., Olesen, J.E., Osborne, Tom M., Palosuo, Taru, Priesack, Eckart, Ripoche, Dominique, Semenov, Mikhail A., Shcherbak, Iurii, Steduto, Pasquale, Stöckle, Claudio O., Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Travasso, Maria, Waha, Katharina, White, Jeffrey W., Wolf, Joost
Published 2016-11

The International Heat Stress Genotype Experiment for modeling wheat response to heat: field experiments and AgMIP-Wheat multi-model simulations

by Martre, Pierre, Reynolds, Matthew P., Asseng, Senthold, Ewert, Frank, Alderman, Phillip, Cammarano, Davide, Maiorano, Andrea, Ruane, Alexander C., Aggarwal, Pramod K., Anothai, Jakarat, Basso, Bruno, Biernath, Christian, Challinor, Andrew J., De Sanctis, Giacomo, Doltra, Jordi, Dumont, Benjamin, Fereres Castiel, Elías, García Vila, Margarita, Gayler, Sebastian, Hoogenboom, Gerrit, Hunt, Leslie A., Izaurralde, Roberto C., Jabloun, Mohamed, Jones, Curtis D., Kassie, Belay T., Kersebaum, Kurt C., Koehler, Ann-Kristin, Müller, Christoph, Kumar, Soora Naresh, Liu, Bing, Lobell, David B., Nendel, Claas, O'Leary, Garry, Olesen, Jørgen E., Palosuo, Taru, Priesack, Eckart, Rezaei, Ehsan Eyshi, Ripoche, Dominique, Rötter, Reimund P., Semenov, Mikhail A., Stöckle, Claudio, Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Thorburn, Peter, Waha, Katharina, Wang, Enli, White, Jefrrey W., Wolf, Joost, Zhao, Zhigan, Zhu, Yan
Published 2017-06-13

Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment

by Dueri, Sibylle, Brown, Hamish, Asseng, Senthold, Ewert, Frank, Webber, Heidi, George, Mike, Craigie, Rob, Guarin, Jose Rafael, Pequeño, Diego N. L., Stella, Tommaso, Ahmed, Mukhtar, Alderman, Phillip, Basso, Bruno, Berger, Andres G., Mujica, Gennady Bracho, Cammarano, Davide, Chen, Yi, Dumont, Benjamin, Rezaei, Ehsan Eyshi, Fereres Castiel, Elías, Ferrise, Roberto, Gaiser, Thomas, Gao, Yujing, García Vila, Margarita, Gayler, Sebastian, Hochman, Zvi, Hoogenboom, Gerrit, Kersebaum, Kurt C., Nendel, Claas, Olesen, Jørgen E., Padovan, Gloria, Palosuo, Taru, Priesack, Eckart, Pullens, Johannes W.M., Rodríguez, Alfredo, Rötter, Reimund P., Ruiz Ramos, Margarita, Semenov, Mikhail A., Senapati, Nimai, Siebert, Stefan, Srivastava, Amit Kumar, Stöckle, Claudio, Supit, Iwan, Tao, Fulu, Thorburn, Peter, Wang, Enli, Weber, Tobias Karl David, Xiao, Liujun, Zhao, Chuang, Zhao, Jin, Zhao, Zhigan, Zhu, Yan, Martre, Pierre
Published 2022-09-12

The Hot Serial Cereal Experiment for modeling wheat response to temperature: field experiments and AgMIP-Wheat multi-model simulations

by Martre, Pierre, Kimball, Bruce A., Ottman, Michael J., Wall, Gerard W., White, Jeffrey W., Asseng, Senthold, Ewert, Frank, Cammarano, Davide, Maiorano, Andrea, Aggarwal, Pramod K., Anothai, Jakarat, Basso, Bruno, Biernath, Christian, Challinor, Andrew J., Sanctis, Giacomo de, Doltra, Jordi, Dumont, Benjamin, Fereres, Elias, García Vila, Margarita, Gayler, Sebastian, Hoogenboom, Gerrit, Hunt, Leslie A., Izaurralde, Roberto César, Jabloun, Mohamed, Jones, Curtis D., Kassie, Belay T., Kersebaum, Kurt-Christian, Köhler, Ann-Kristin, Müller, Christoph, Kumar, Soora Naresh, Liu, Bing, Lobell, David B., Nendel, Claas, O'Leary, Garry J., Olesen, Jørgen E., Palosuo, Taru, Priesack, Eckart, Rezaei, Ehsan Eyshi, Ripoche, Dominique, Rötter, Reimund P., Semenov, Mikhail A., Stöckle, Claudio O., Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Thorburn, Peter J., Waha, Katharina, Wang, Enli, Wolf, Joost, Zhao, Zhigan, Zhu, Yan
Published 2018-04-25

Multimodel ensembles of wheat growth: many models are better than one

by Martre, Pierre, Wallach, Daniel, Asseng, Senthold, Ewert, Frank, Jones, James W., Rötter, Reimund P., Boote, Kenneth J., Ruane, Alex C., Thorburn, Peter J., Cammarano, Davide, Hatfield, Jerry L., Rosenzweig, Cynthia, Aggarwal, Pramod K., Angulo, Carlos, Basso, Bruno, Bertuzzi, Patrick, Biernath, Christian, Brisson, Nadine, Challinor, Andrew J., Doltra, Jordi, Gayler, Sebastian, Goldberg, Richie, Grant, Robert F., Heng, Lee, Hooker, Josh, Hunt, Leslie A., Ingwersen, Joachim, Izaurralde, Roberto César, Kersebaum, Kurt-Christian, Müller, Christoph, Kumar, Soora Naresh, Nendel, Claas, O'Leary, Garry J., Olesen, J.E., Osborne, Tom M., Palosuo, Taru, Priesack, Eckart, Ripoche, Dominique, Semenov, Mikhail A., Shcherbak, Iurii, Steduto, Pasquale, Stöckle, Claudio O., Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Travasso, Maria, Waha, Katharina, White, Jeffrey W., Wolf, Joost
Published 2015-02

Uncertainty in simulating wheat yields under climate change

by Asseng, Senthold, Ewert, Frank, Rosenzweig, Cynthia, Jones, James W., Hatfield, Jerry L., Ruane, Alex C., Boote, Kenneth J., Thorburn, Peter J., Rötter, Reimund P., Cammarano, Davide, Brisson, Nadine, Basso, Bruno, Marthe, P, Aggarwal, Pramod K., Angulo, Carlos, Bertuzzi, Patrick, Biernath, Christian, Challinor, Andrew J., Doltra, Jordi, Gayler, Sebastian, Goldberg, Richard A., Grant, Robert, Heng, Lee, Hooker, Josh, Hunt, Leslie A., Ingwersen, Joachim, Izaurralde, Roberto César, Kersebaum, Kurt-Christian, Müller, Christoph, Naresh Kumar, Soora, Nendel, Claas, O'Leary, Garry J., Olesen, J.E., Osborne, Tom M., Palosuo, Taru, Priesack, Eckart, Ripoche, Dominique, Semenov, Mikhail A., Shcherbak, Iurii, Steduto, Pasquale, Stöckle, Claudio O., Stratonovitch, Pierre, Streck, Thilo, Supit, Iwan, Tao, Fulu, Travasso, Maria, Waha, Katharina, Wallach, Daniel, White, Jeffrey W., Williams, JR, Wolf, J.
Published 2013-09