Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future

Autor: Temraz, Mohammed, Kenny, Eoin, Ruelle, Elodie, Shalloo, Laurence, Smyth, Barry, Keane, Mark T

Climate change poses a major challenge to humanity, especially in its impact on agriculture, a challenge that a responsible AI should meet. In this paper, we examine a CBR system (PBI-CBR) designed to aid sustainable dairy farming by supporting grass

Externí odkaz: http://arxiv.org/abs/2104.04008

PastureBase Ireland: A grassland decision support system and national database

Autor: Hanrahan, Liam, Geoghegan, Anne, O'Donovan, Michael, Griffith, Vincent, Ruelle, Elodie, Wallace, Michael, Shalloo, Laurence

Publikováno v: In Computers and Electronics in Agriculture 15 April 2017 136:193-201

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Simulation of the variation in grass growth, milk production and residency time in a 40 hectare farm composed of either 6 or 40 paddocks

Autor: Shalloo, Laurence, O'Donovan, M., Leso, L., Werner, J., Ruelle, Élodie, Geoghegan, A., Delaby, Luc, O'Leary, N.

Publikováno v: Proceedings of the 10th International Symposium on the Nutrition of Herbivores. Herbivore nutrition supporting sustainable intensification and agro-ecological approaches . (9 (3))2018; 10. International Symposium on the Nutrition of Herbivores (ISNH), Clermont-Ferrand, FRA, 2018-09-02-2018-09-06

Precision technologies and data have had relatively modest impacts in grass-based livestock ruminant production systems compared to other agricultural sectors such as arable. Precision technologies promise increased efficiency, reduced environmental

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::cafa530a80978353de2077e065886ab1
https://hal.archives-ouvertes.fr/hal-01905563

Impact of climate change on grass growth at two sites in Ireland

Autor: Ruelle, Élodie, Delaby, Luc, Hennessy, D.

Publikováno v: Sustainable meat and milk production from grasslands
27. General meeting of the European Grassland Federation (EGF)
27. General meeting of the European Grassland Federation (EGF), Jun 2018, Cork, Ireland

The MoSt grass growth model was used in conjunction with the group 6 WRF EC-Earth forecast model to predict the change in grass growth between 1986-2000 and 2031-2060. The future weather projection period is composed of two different emission scenari

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::acbb27d555d573d483ef0b0bc228ba76
https://hal.archives-ouvertes.fr/hal-01918056