, Index acta phytosanitaire, ACTA, 2018.

F. Akbar-khanzadeh, M. S. Bisesi, and R. D. Rivas, Comfort of personal protective equipment, Appl Ergon, vol.26, pp.17-24, 1995.

M. C. Alavanja, Pesticides Use and Exposure Extensive Worldwide, Rev Environ Health, vol.24, pp.303-309, 2009.

C. Anderson-bergman, An Efficient Implementation of the EMICM Algorithm for the Interval Censored NPMLE, Journal of Computational and Graphical Statistics, vol.26, p.463, 2017.

,

C. Anderson-bergman, icenReg : Regression Models for Interval Censored Data in R, Journal of Statistical Software, vol.81, 2017.

L. Andriamampianina, L. Temple, H. De-bon, E. Malézieux, and D. Makowski, Évaluation pluri-critères de l'agriculture biologique en Afrique subsaharienne par élicitation probabiliste des connaissances d'experts, Cahiers Agricultures, vol.27, 2018.

, E-Phy -Le catalogue des produits phytopharmaceutiques et de leurs usages, des matières fertilisantes et des supports de culture autorisés en France, ANSES, 2019.

, Risque phytosanitaire portant sur Fusarium oxysporum f. sp. cubense pour les départements d'outre-mer (Avis de l'Anses -Rapport d'expertise collective). Agence Nationale de Sécurité Sanitaire alimentation, ANSES, 2018.

, AVIS de l'Agence nationale de sécurité sanitaire de l'alimentation, de l'environnement et du travail relatif à l'efficacité de vêtements de protection portés par les applicateurs de produits phytopharmaceutiques -Saisine, ANSES, pp.2011-0216, 2014.

M. Arena, D. Auteri, S. Barmaz, G. Bellisai, A. Brancato et al., Peer review of the pesticide risk assessment of the active substance copper compounds copper(I), copper(II) variants namely copper hydroxide, copper oxychloride, tribasic copper sulfate, copper(I) oxide, Bordeaux mixture, EFSA Journal, vol.16, 2018.

M. Arena and F. Sgolastra, A meta-analysis comparing the sensitivity of bees to pesticides, Ecotoxicology, vol.23, pp.324-334, 2014.

, Association Technique Viticole 49, 2017.

J. Aubertot, J. Barbier, A. Carpentier, J. Gril, L. Guichard et al., , 2005.

N. Aveline, Liste des produits de biocontrôle homologués en viticulture, p.183, 2019.

R. H. Baker, H. Anderson, S. Bishop, A. Macleod, N. Parkinson et al., The UK Plant Health Risk Register: a tool for prioritizing actions, EPPO Bulletin, vol.44, pp.187-194, 2014.

E. Baker-ruth, P. Jose-maria, J. Jayaratnam, and J. Antoine, Mechanistic models versus machine learning, a fight worth fighting for the biological community, Biology Letters, vol.14, 2018.

E. Baldacci, Epifitie di Plasmopara viticola (1941-46) nell'Oltrepò Pavese ed adizione del calendario di incubazione come strumento di lotta, 1947.

I. Baldi, A. Cantagrel, P. Lebailly, F. Tison, B. Dubroca et al., Association between Parkinson's disease and exposure to pesticides in southwestern France, Neuroepidemiology, vol.22, pp.305-310, 2003.

I. Baldi, L. Filleul, B. Mohammed-brahim, C. Fabrigoule, J. Dartigues et al., Neuropsychologic effects of long-term exposure to pesticides: results from the French Phytoner study, Environmental Health Perspectives, vol.109, p.6, 2001.

I. Baldi, A. Gruber, V. Rondeau, P. Basler, P. Brochard et al., Neurobehavioral effects of long-term exposure to pesticides: results from the 4-year followup of the PHYTONER Study, Occupational and Environmental Medicine, vol.68, pp.108-115, 2011.

I. Baldi, P. Lebailly, S. Jean, L. Rougetet, S. Dulaurent et al., Pesticide contamination of workers in vineyards in France, J Expo Sci Environ Epidemiol, vol.16, pp.115-124, 2006.

I. Baldi, P. Lebailly, B. Mohammed-brahim, L. Letenneur, J. Dartigues et al., Neurodegenerative diseases and exposure to pesticides in the elderly, American Journal of Epidemiology, vol.157, pp.409-414, 2003.

I. Baldi, P. Lebailly, V. Rondeau, V. Bouchart, A. Blanc-lapierre et al., Levels and determinants of pesticide exposure in operators involved in treatment of vineyards: results of the PESTEXPO Study, Journal of Exposure Science & Environmental Epidemiology, vol.22, pp.593-600, 2012.

, Weather index insurance for agriculture : guidance for development practitioners, Banque mondiale, issue.66274, 2011.

M. Younes, P. Craig, A. Hart, N. V. Goetz, K. Koutsoumanis et al., Guidance on Uncertainty Analysis in Scientific Assessments, EFSA Journal, vol.16, 2018.

P. W. Bernhardt, H. J. Wang, and D. Zhang, Flexible Modeling of Survival Data with Covariates Subject to Detection Limits via Multiple Imputation, Comput Stat Data Anal, vol.69, 2014.

D. Bertocchi, L. Cattaneo, C. Pizzatti, and P. Cortesi, Protection of grapevine against powdery mildew with fungicides applied at increasing disease incidence thresholds. Giornate Fitopatologiche, pp.305-310, 2010.

P. Blaise and C. Gessler, Vinemild: toward a management tool for grape downy mildew, Acta horticulturae, 1992.

. Blouin, Les parasites de la vigne: stratégies de protection raisonnée, 2007.

T. Böcker and R. Finger, European pesticide tax schemes in comparison: An analysis of experiences and developments, vol.8, p.378, 2016.

B. Bonicelli, O. Naud, S. Rousset, and C. Sinfort, The challenge for precision spraying 12, 2010.

A. Bouquet, Vitis X Muscadinia hybridization : a new way in grape breeding for disease resistance in France, Presented at the Proceedings of the 3rd International Symposium on Grape Breeding, vol.45, pp.5-32, 1980.

,

C. A. Brittain, M. Vighi, R. Bommarco, J. Settele, and S. G. Potts, Impacts of a pesticide on pollinator species richness at different spatial scales, Basic and Applied Ecology, vol.11, p.106, 2010.

,

R. Busi, M. M. Vila-aiub, H. J. Beckie, T. A. Gaines, D. E. Goggin et al., Herbicide-resistant weeds: from research and knowledge to future needs, Evol Appl, vol.6, pp.1218-1221, 2013.

J. Butault, C. Dedryver, C. Gary, L. Guichard, F. Jacquet et al., Ecophyto R&D -Quelles voies pour réduire l'usage des pesticides 92, 2010.

T. Caffi, S. Leger, E. Carotenuto, and V. Rossi, Year-to-year weather variability affects downy mildew epidemics in vineyards and should guide decisions regarding fungicide applications, Agrochimica, vol.58, pp.77-90, 2014.

T. Caffi, V. Rossi, and R. Bugiani, Evaluation of a warning system for controlling primary infections of grapevine downy mildew, Plant disease, vol.94, pp.709-716, 2010.

T. Caffi, V. Rossi, R. Bugiani, F. Spanna, L. Flamini et al., A model predictiong primary infections of Plasmopara viticola in different grapevine-growing areas of Italy, Journal of Plant Pathology, vol.14, 2009.

A. Calonnec, P. Cartolaro, L. Delière, and J. Chadoeuf, , 2006.

A. Calonnec, P. Cartolaro, C. Poupot, D. Dubourdieu, and P. Darriet, Effects BlackwellPublishing,Ltd. of Uncinula necator on the yield and quality of grapes (Vitis vinifera) and wine 12, 2004.

O. Carisse, Development of grape downy mildew (Plasmopara viticola) under northern viticulture conditions: influence of fall disease incidence, European Journal of Plant Pathology, vol.144, pp.773-783, 2016.

M. A. Carriquiry and D. E. Osgood, Index insurance, probabilistic climate forecasts, and production, Journal of Risk and Insurance, vol.79, pp.287-300, 2012.

R. Chakir and J. Hardelin, Crop Insurance and Pesticides in French agriculture: an empirical analysis of multiple risks management (Cahiers de recherche), 2010.

, Bilan de campagne, 2018.

, Bulletin de Santé du Végétal Nouvelle Aquitaine / Edition Centre Nouvelle Aquitaine Vigne -N°06 du, vol.15, 2018.

, Bilan de campagne, 2015.

, Bilan de campagne, 2011.

, Tableau fongicides, 2019.

M. Chen, F. Brun, M. Raynal, and D. Makowski, Timing of grape downy mildew onset in Bordeaux vineyards, Phytopathology PHYTO-12170412R, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02310092

,

M. Chen, F. Brun, M. Raynal, and D. Makowski, Timing of grape downy mildew onset in Bordeaux vineyards, Phytopathology, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02310092

M. Chen, C. Chang, L. Tao, and C. Lu, Residential Exposure to Pesticide During Childhood and Childhood Cancers: A Meta-Analysis, PEDIATRICS, vol.136, pp.719-729, 2015.

W. Chen, F. Delmotte, S. R. Cervera, L. Douence, C. Greif et al., At Least Two Origins of Fungicide Resistance in Grapevine Downy Mildew Populations, Applied and Environmental Microbiology, vol.73, pp.5162-5172, 2007.

,

X. M. Chen, Epidemiology and control of stripe rust, Canadian Journal of Plant Pathology, vol.27, pp.314-337, 2005.

M. Clerjeau, J. N. Aubertot, A. Barbier, . Carpentier, L. Gril et al., Voltz (éditeurs). Pesticides, agriculture et environnement. Réduire l'utilisation des pesticides et limiter leurs impacts environnementaux, 2005.

, Code de l'environnement -Article L213-10-8, n.d. , Code de l'environnement

, The use of plant protection products in the European Union, data, 1992.

J. Cooper and H. Dobson, The benefits of pesticides to mankind and the environment, Crop Protection, vol.26, pp.1337-1348, 2007.

W. E. Copes and J. L. Thomson, Survival analysis to determine the length of the incubation period of Camellia twig blight caused by Colletotrichum gloeosporioides, Plant disease, vol.92, pp.1177-1182, 2008.

D. R. Cox, Regression models and life-tables, Journal of the Royal Statistical Society. Series B (Methodological), vol.34, pp.187-220, 1972.

L. A. Cox, ). Tony, D. Babayev, and W. Huber, Some Limitations of Qualitative Risk Rating Systems, Risk Analysis, vol.25, pp.651-662, 2005.

S. Dagostin, H. Schärer, I. Pertot, and L. Tamm, Are there alternatives to copper for controlling grapevine downy mildew in organic viticulture?, Crop Protection, vol.30, pp.776-788, 2011.

A. Dalla-marta, M. De-vincenzi, S. Dietrich, and S. Orlandini, Neural network for the estimation of leaf wetness duration: application to a Plasmopara viticola infection forecasting, Physics and Chemistry of the Earth, vol.30, pp.91-96, 2005.

,

A. Dalla-marta, R. D. Magarey, and S. Orlandini, Modelling leaf wetness duration and downy mildew simulation on grapevine in Italy, Agricultural and Forest Meteorology, vol.132, pp.84-95, 2005.

S. Dallot, T. Gottwald, G. Labonne, and J. Quiot, Factors affecting the spread of Plum pox virus strain M in peach orchards subjected to roguing in France, Phytopathology, vol.94, pp.1390-1398, 2004.

C. A. Damalas and G. Abdollahzadeh, Farmers' use of personal protective equipment during handling of plant protection products: Determinants of implementation, Science of The Total Environment, vol.571, pp.730-736, 2016.

C. A. Damalas and I. G. Eleftherohorinos, Pesticide exposure, safety issues, and risk assessment indicators, International Journal of Environmental Research and Public Health, vol.8, pp.1402-1419, 2011.

A. Davy, Programme optidose. Des baisses de doses de 20 à 50% en moyenne. Viti: de la vigne au vin 14, 2008.

A. Davy, N. Aveline, L. Davidou, D. Thiery, L. Delbac et al., Une filière, 2015.

R. A. De-almeida, S. Veiga, M. M. De-castro-moura, F. J. Duarte, L. A. Meirelles et al., Thermal comfort and personal protective equipment (PPE), 2012.

, , pp.4979-4982

C. Debord, M. Vergnes, M. Raynal, and M. Dufour, Web Alerte Vigne: un réseau de surveillance collaboratif, 2017.

L. Delière, P. Cartolaro, J. Goutouly, J. Barbier, L. Bonicel et al., Conception et transfert de systèmes décisionnels pour la réduction des traitements en viticulture : le projet SyDéRéT, Innovations Agronomiques, vol.28, pp.155-168, 2013.

L. Delière, P. Cartolaro, B. Léger, and O. Naud, Field evaluation of an expertisepowdery mildews: Decision system for management of grapevine mildews, Pest Management Science, vol.71, pp.1247-1257, 2015.

L. Delière, M. Petitgenet, F. Delmotte, and D. Forget, Itinéraires techniques et culture des, 2015.

F. Delmotte, P. Mestre, C. Schneider, H. Kassemeyer, P. Kozma et al., Rapid and multiregional adaptation to host partial resistance in a plant pathogenic oomycete: Evidence from European populations of Plasmopara viticola, the causal agent of grapevine downy mildew. Infection, Genetics and Evolution, vol.27, pp.500-508, 2014.

M. E. Delorenzo, G. I. Scott, and P. E. Ross, Toxicity of pesticides to aquatic microorganisms: A review, Environmental Toxicology and Chemistry, vol.20, pp.84-98, 2001.

J. L. Devilee and A. B. Knol, Software to support expert elicitation 100, 2011.

B. D'hondt, S. Vanderhoeven, S. Roelandt, F. Mayer, V. Versteirt et al., Harmonia+ and Pandora+: risk screening tools for potentially invasive plants, animals and their pathogens, Biol Invasions, vol.17, pp.1869-1883, 2015.

, Taux de la taxe sur la valeur ajoutée (TVA), Direction générale des finances publiques, 2012.

B. Dubos, Maladies cryptogamiques de la vigne -Les champignons parasites des organes herbacés et du bois de la vigne, Collection des Usuels Féret de la Vigne et du Vin, 2002.

Y. Durand, E. Brun, L. Merindol, G. Guyomarc'h, B. Lesaffre et al., A meteorological estimation of relevant parameters for snow models, Annals of glaciology, vol.18, pp.65-71, 1993.

Y. Durand, G. Giraud, E. Brun, L. Mérindol, and E. Martin, , 1999.

P. D. Esker, K. S. Gibb, A. Padovan, P. M. Dixon, and F. W. Nutter, Use of survival analysis to determine the postincubation time-to-death of papaya due to yellow crinkle disease in Australia, Plant Disease, vol.90, pp.102-107, 2006.

A. F. Espinoza, A. Hubert, Y. Raineau, C. Franc, and É. Giraud-héraud, Resistant grape varieties and market acceptance: an evaluation based on experimental economics, OENO One, vol.52, 2018.

, Initiative: Commission registers 'Save the bees!'' initiative, European Citizens, 2019.

, Guidance on the assessment of exposure of operators, workers, residents and bystanders in risk assessment for plant protection products: Guidance on pesticides exposure assessment of operators, workers, residents and bystanders, European Food Safety Authority, vol.12, 2014.

, Guidance on Expert Knowledge Elicitation in Food and Feed Safety Risk Assessment: Guidance on expert knowledge elicitation, European Food Safety Authority, vol.12, 2014.

, Guidance on a harmonised framework for pest risk assessment and the identification and evaluation of pest risk management options by EFSA, European Food Safety Authority, vol.8, 1495.

J. S. Evans, G. M. Gray, R. L. Sielken, A. E. Smith, C. Valdez-flores et al., Use Probabilistic Expert Judgement in Uncertainty Analysis of Carcinogenic Potency, Regulatory Toxicology and Pharmacology, pp.15-36, 1994.

K. E. Falconer, Managing diffuse environmental contamination from agricultural pesticides: An economic perspective on issues and policy options, with particular reference to, Europe. Agriculture, Ecosystems & Environment, vol.69, pp.37-54, 1998.

N. Falette, A. Kiss, M. Bayle, L. Bouaoun, A. Scalbert et al., Seasonal variations of exposure to agricultural pesticides in residents proximate to vineyards: SIGEXPOSOME study. Revue d'Épidémiologie et de Santé Publique, European Congress of Epidemiology "Crises, epidemiological transitions and the role of epidemiologists, vol.66, 2018.

A. Ficke, D. M. Gadoury, and R. C. Seem, Ontogenic Resistance and Plant Disease Management: A Case Study of Grape Powdery Mildew, Phytopathology, vol.92, pp.671-675, 2002.

R. Finger, N. Möhring, T. Dalhaus, and T. Böcker, Revisiting Pesticide Taxation Schemes, Ecological Economics, vol.134, pp.263-266, 2017.

,

. Franceagrimer, Vins et spiritueux -Commerce extérieur -Bilan, Les Synthèses de FranceAgriMer, 2018.

J. Friedman, T. Hastie, and R. Tibshirani, Regularization Paths for Generalized Linear Models via Coordinate Descent, J Stat Softw, vol.33, pp.1-22, 2010.

J. H. Friedman, Stochastic gradient boosting, Computational Statistics & Data Analysis, vol.38, pp.367-378, 2002.

, FRAC Code List ©*2019: Fungal control agents sorted by cross resistance pattern and mode of action, 2019.

P. Galet, Les maladies et les parasites de la vigne : les maladies dues à des végétaux (champignons, bactéries, viroses et phanérogames)., Broché. ed, Les maladies et les parasites de la vigne, 1977.

K. A. Garrett, S. P. Dendy, E. E. Frank, M. N. Rouse, and S. E. Travers, Climate change effects on plant disease: genomes to ecosystems, Annu Rev Phytopathol, vol.44, pp.489-509, 2006.

K. A. Garrett, L. V. Madden, G. Hughes, and W. F. Pfender, New applications of statistical tools in plant pathology, Phytopathology, vol.94, pp.999-1003, 2004.

A. Garrigou, I. Baldi, and M. Jackson, The use of pesticides in French viticulture: a badly Références 189 controlled technology transfert. Work 19-25, 2012.

P. H. Garthwaite, J. B. Kadane, and A. O'hagan, Statistical Methods for Eliciting Probability Distributions, Journal of the American Statistical Association, vol.100, pp.680-701, 2005.

F. Geiger, J. Bengtsson, F. Berendse, W. W. Weisser, M. Emmerson et al., Basic and Applied Ecology, vol.11, pp.97-105, 2010.

C. Gessler, I. Pertot, and M. Perazzolli, , 2011.

M. R. Ghule, I. S. Sawant, S. D. Sawant, R. Sharma, and Y. S. Shouche, Identification of Fusarium species as putative mycoparasites of Plasmopara viticola causing downy mildew in grapevines, Australasian Plant Dis. Notes, vol.13, 2018.

J. W. Glauber, Crop insurance reconsidered, American Journal of Agricultural Economics, vol.86, pp.1179-1195, 2004.

D. Gobbin, M. Jermini, B. Loskill, I. Pertot, M. Raynal et al., Importance of secondary inoculum of Plasmopara viticola to epidemics of grapevine downy mildew, Plant Pathology, vol.54, pp.522-534, 2005.

D. Goulson, REVIEW: An overview of the environmental risks posed by neonicotinoid insecticides, Journal of Applied Ecology, vol.50, pp.977-987, 2013.

I. Gren, Regulating the Farmers' use of Pesticides in Sweden, Economic Incentives and Environmental Policies: Principles and Practice, Environment, Science and Society, pp.153-173, 1994.

B. Grigore, J. Peters, C. Hyde, and K. Stein, A comparison of two methods for expert elicitation in health technology assessments, BMC Medical Research Methodology, vol.16, 2016.

J. P. Grillet, A. Adjémian, G. Bernadac, J. Bernon, F. Brunner et al., Arsenic exposure in the wine growing industry in ten French departments, Int Arch Occup Environ Health, vol.77, pp.130-135, 2004.

S. Grimbuhler and J. Viel, Physiological strain in French vineyard workers wearing protective equipment to conduct re-entry tasks in humid conditions, Annals of Work Exposures and Health, vol.62, pp.1040-1046, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01863792

C. Großkopf, H. Mielke, D. Westphal, M. Erdtmann-vourliotis, P. Hamey et al.,

H. Grünzel, Untersuchungen über die Oosporenbildung beim Falschen Mehltau der Weinrebe (Peronospora viticola de Bary), Zeitschrift für Pflanzenkrankheiten (Pflanzenpathologie) und Pflanzenschutz, vol.68, pp.65-80, 1961.

D. O. Harteveld, M. R. Grant, J. W. Pscheidt, and T. L. Peever, Predicting Ascospore Release of Monilinia vaccinii-corymbosi of Blueberry with Machine Learning, Phytopathology, vol.107, pp.1364-1371, 2017.

G. K. Hill, Simulation of P. viticola oospore-maturation with the model SIMPO. Simulation of P. viticola oospore-maturation with the model SIMPO, vol.23, pp.7-8, 2000.

L. Hossard, L. Guichard, C. Pelosi, and D. Makowski, , pp.152-161, 2017.

N. Ifv, Quelles solutions pour la maîtrise des maladies ? La modélisation des risques parasitaires

G. Imfeld and S. Vuilleumier, Measuring the effects of pesticides on bacterial communities in soil: A critical review, European Journal of Soil Biology, vol.49, pp.22-30, 2012.

, Guide du demandeur d'une Appellation d'origine contrôlée / Appellation d'origine protégée (AOC/AOP) ou d'une Indication géographique protégée (IGP), INAO, 2016.

, UMT SEVEN -Capture de la sporée aérienne [WWW Document, INRA, 2019.

, Pesticides -Effets Sur La Santé, INSERM, 2013.

J. E. Jensen, Perspectives on the implementation of IPM in EU -An advisory perspective, 2015.

S. E. Jensen, Insecticide Resistance in the Western Flower Thrips, Frankliniella occidentalis, Integrated Pest Management Reviews, vol.5, pp.131-146, 2000.

,

M. Jermini, P. Blaise, and C. Gessler, Quantitative effect of leaf damage caused by downy mildew (Plasmopara viticola) on growth and yield quality of grapevine "Merlot, pp.77-85, 2010.

K. Jha, A. Doshi, P. Patel, and M. Shah, A comprehensive review on automation in agriculture using artificial intelligence, Artificial Intelligence in Agriculture, vol.2, pp.1-12, 2019.

, Journal officiel de l'Union européenne, 2009.

S. Kab, F. Moisan, J. Spinosi, L. Chaperon, and A. Elbaz, , 2018.

S. Kab, J. Spinosi, L. Chaperon, A. Dugravot, A. Singh-manoux et al., Agricultural activities and the incidence of Parkinson's disease in the general French population, European Journal of Epidemiology, vol.32, pp.203-216, 2017.

M. Kenis, S. Bacher, R. H. Baker, E. Branquart, S. Brunel et al.,

A. Macleod, J. Pergl, F. Petter, P. Py?ek, G. Schrader et al., New protocols to assess the environmental impact of pests in the EPPO decision-support scheme for pest risk analysis*, EPPO Bulletin, vol.42, pp.21-27, 2012.

M. M. Kennelly, D. M. Gadoury, W. F. Wilcox, P. A. Magarey, and R. C. Seem, Primary infection, lesion productivity, and survival of sporangia in the grapevine downy mildew pathogen Plasmopara viticola, Phytopathology, vol.97, pp.512-522, 2007.

M. M. Kennelly, D. M. Gadoury, W. F. Wilcox, P. A. Magarey, and R. C. Seem, Seasonal development of ontogenic resistance to downy mildew in grape berries and rachises, Phytopathology, vol.95, pp.1445-1452, 2005.

B. Kiefer, M. Riemann, C. Büche, H. Kassemeyer, and P. Nick, The host guides morphogenesis and stomatal targeting in the grapevine pathogen Plasmopara viticola, Planta, vol.215, pp.387-393, 2002.

K. Kim, E. Kabir, and S. A. Jahan, Exposure to pesticides and the associated human health effects, Science of The Total Environment, vol.575, pp.525-535, 2017.

,

T. Lacombe, L. Audeguin, M. Boselli, B. Bucchetti, F. Cabello et al., Vitis -Journal of Grapevine Research, vol.50, pp.65-68, 2011.

J. R. Lamichhane, S. Dachbrodt-saaydeh, P. Kudsk, and A. Messéan, Toward a Reduced Reliance on Conventional Pesticides in European Agriculture, Plant Disease, vol.100, pp.10-24, 2015.

M. Launay, J. Caubel, G. Bourgeois, F. Huard, I. Garcia-de-cortazar-atauri et al., Climatic indicators for crop infection risk: Application to climate change impacts on five major foliar fungal diseases in Northern France, Ecosystems & Environment, vol.197, pp.147-158, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01173313

S. Launès, P. Reulet, L. Delière, and M. Petitgenet, Tour d'horizon des outils disponibles en viticulture et perspectives. Union girondine des vins de Bordeaux, pp.89-92, 2015.

L. Magueresse-battistoni, B. L. Labaronne, E. Vidal, H. Naville, and D. , Endocrine disrupting chemicals in mixture and obesity, diabetes and related metabolic disorders. WJBC 8, 108, 2017.
URL : https://hal.archives-ouvertes.fr/inserm-01848536

P. Le-moigne, Description de l'analyse des champs de surface sur la France par le système SAFRAN, 2002.

P. Lebailly, V. Bouchart, I. Baldi, Y. Lecluse, N. Heutte et al., Exposure to pesticides in open-field farming in France, Ann Occup Hyg, vol.53, pp.69-81, 2009.

P. Leroy, N. Smits, P. Cartolaro, L. Delière, J. Goutouly et al., A bioeconomic model of downy mildew damage on grapevine for evaluation of control strategies, Crop Protection, vol.53, pp.58-71, 2013.

J. Lescot, M. Rouire, M. Raynal, and S. Rousset, , 2013.

, Seminar «Developing Integrated and Reliable Modelling Tools for Agricultural and Environmental Policy Analysis

J. Lessler and D. A. Cummings, Mechanistic Models of Infectious Disease and Their Impact on Public Health, Am J Epidemiol, vol.183, pp.415-422, 2016.

K. G. Liakos, P. Busato, D. Moshou, S. Pearson, and D. Bochtis, Machine Learning in Agriculture: A Review. Sensors, vol.18, 2018.

C. Liang, C. Zang, M. I. Mcdermott, K. Zhao, S. Yu et al., Two imide and Technology, vol.26, p.1337, 2016.

,

B. Libery and M. Kneafsey, Product and Place: Promoting Quality Products and Services in the Lagging Rural Regions of the European Union, European Urban and Regional Studies, vol.5, pp.329-341, 1998.

S. Lichtenstein, B. Fischhoff, and L. D. Phillips, Calibration of Probabilities: The State of the Art to, Judgement under Uncertainty: Heuristics and Biaises, p.69, 1980.

J. A. Lucas, N. J. Hawkins, and B. A. Fraaije, The evolution of fungicide resistance, 2015.

, Appl. Microbiol, vol.90, pp.29-92

E. Macfarlane, R. Carey, T. Keegel, S. El-zaemay, and L. Fritschi, Dermal Exposure Associated with Occupational End Use of Pesticides and the Role of Protective Measures. Safety and Health at Work, vol.4, pp.136-141, 2013.

L. V. Madden, M. A. Ellis, N. Lalancette, G. Hughes, and L. L. Wilson, Evaluation of a Disease Warning System for Downy Mildew of Grapes, Plant Disease, vol.84, pp.549-554, 2000.

P. A. Magarey, M. F. Wachtel, P. C. Weir, and R. C. Seem, A computer-based simulator for rational management of grapevine downy mildew (Plasmopara viticola), Plant Protection Quarterly, vol.6, pp.29-33, 1991.

R. D. Magarey and S. A. Isard, A Troubleshooting Guide for Mechanistic Plant Pest Forecast Models, J Integr Pest Manag, vol.8, 2017.

C. Magnien, D. Jacquin, N. Muckensturm, and P. Guillemard, MILVIT: un modèle descriptif et quantitatif de la phase asexuée du mildiou de la vigne, EPPO Bulletin, vol.21, pp.451-459, 1991.

A. Mahlein, Plant Disease Detection by Imaging Sensors -Parallels and Specific Demands for Precision Agriculture and Plant Phenotyping, Plant Disease, vol.100, pp.241-251, 2015.

F. Mailly, L. Hossard, J. Barbier, M. Thiollet-scholtus, and C. Gary, Quantifying the impact of crop protection practices on pesticide use in wine-growing systems, European Journal of Agronomy, vol.84, pp.23-34, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01604395

D. Makowski and M. N. Mittinty, Comparison of Scoring Systems for Invasive Pests Using ROC Analysis and Monte Carlo Simulations: Comparison of Scoring Systems for Invasive Pests Using ROC Analysis and Monte Carlo Simulations, Risk Analysis, vol.30, p.906, 2010.

,

D. Makowski, M. Tichit, L. Guichard, H. Van-keulen, and N. Beaudoin, Measuring the accuracy of agro-environmental indicators, Journal of Environmental Management, vol.90, pp.139-146, 2009.
URL : https://hal.archives-ouvertes.fr/hal-01173219

A. Mamane, C. Raherison, J. Tessier, I. Baldi, and G. Bouvier, Environmental exposure to pesticides and respiratory health, Eur Respir Rev, vol.24, pp.462-473, 2015.

F. Maqbool, S. Mostafalou, H. Bahadar, and M. Abdollahi, Review of endocrine disorders associated with environmental toxicants and possible involved mechanisms, Life Sciences, vol.145, pp.265-273, 2016.

F. Martinelli, R. Scalenghe, S. Davino, S. Panno, G. Scuderi et al., Advanced methods of plant disease detection. A review, Agron. Sustain. Dev, vol.35, pp.1-25, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01284270

P. Mcdougall, R&D trends for chemical crop protection products and the position of the European Market -A consultancy study undertaken for ECPA, 2013.

T. A. Mcmahon, N. T. Halstead, S. Johnson, T. R. Raffel, J. M. Romansic et al., Fungicide-induced declines of freshwater biodiversity modify ecosystem functions and services, Ecol. Lett, vol.15, pp.714-722, 2012.

L. K. Mehra, C. Cowger, K. Gross, and P. S. Ojiambo, Predicting Pre-planting Risk of Stagonospora nodorum blotch in Winter Wheat Using Machine Learning Models. Front, Plant Sci, vol.7, 2016.

P. Menesatti, F. Antonucci, C. Costa, C. Mandalà, V. Battaglia et al., , 2015.

, VITIS -Journal of Grapevine Research, vol.52, pp.141-148

D. Mézière, C. Gary, J. Barbier, L. Bernos, C. Clément et al., Analyse comparative de différents systèmes en viticulture, p.84, 2009.

L. Michel, Mieux valoriser les réseaux d'épidémiosurveillance lors de l'élaboration du Bulletin de Santé du Végétal, 2016.

L. Michel, F. Brun, and D. Makowski, A framework based on generalised linear mixed models for analysing pest and disease surveys, Crop Protection, vol.94, pp.1-12, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01530793

L. Michel, F. Brun, and D. Makowski, A framework based on generalised linear mixed models for analysing pest and disease surveys, Crop Protection, vol.94, pp.1-12, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01530793

L. Michel, F. Brun, F. Piraux, and D. Makowski, , 2016.

. Mildiou,

A. Millner, R. Calel, D. A. Stainforth, and G. Mackerron, Do probabilistic expert elicitations capture scientists' uncertainty about climate change, Climatic Change, vol.116, p.427, 2013.

,

P. Mineau, A Review and Analysis of Study Endpoints Relevant to the Assessment of "Long Term" Pesticide Toxicity in Avian and Mammalian Wildlife, Ecotoxicology, vol.14, p.775, 2005.

,

, Le plan Écophyto, qu'est-ce que c'est ? | Alim'agri, 2018.

, Infographie -La viticulture, 2018.

, Ministère de l'Agriculture, de l'Agroalimentaire et de la Forêt, 2015.

, Ministère de l'Agriculture, de l'Agroalimentaire et de la Forêt, 2008.

. Ministère-de-l'agriculture, Agroalimentaire et de la Forêt, n.d. A propos des enquêtes pratiques culturales [WWW Document]. agreste -Les statistique, l'évaluation et la prospective agricole

, Ministère de la Transition écologique et solidaire, 2017.

A. K. Mishra, R. Wesley-nimon, and H. S. El-osta, Is moral hazard good for the environment? Revenue insurance and chemical input use, Journal of Environmental Management, vol.74, pp.11-20, 2005.

F. Moisan, J. Spinosi, L. Delabre, . Gourlet, J. Mazurie et al., Association of Parkinson's Disease and Its Subtypes with Agricultural Pesticide Exposures in Men: A Case-Control Study in France, Environmental Health Perspectives, vol.123, pp.1123-1129, 2015.

,

E. Montaigne, A. Coelho, and L. Khefifi, Economic issues and perspectives on innovation in new resistant grapevine varieties in France, Wine Economics and Policy, vol.5, pp.73-77, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01405413

M. G. Morgan, Use (and abuse) of expert elicitation in support of decision making for public policy, Proceedings of the National Academy of Sciences, vol.111, pp.7176-7184, 2014.

D. E. Morris, J. E. Oakley, and J. A. Crowe, A web-based tool for eliciting probability distributions from experts, Environmental Modelling & Software, vol.52, pp.1-4, 2014.

C. A. Morrissey, P. Mineau, J. H. Devries, F. Sanchez-bayo, M. Liess et al., Neonicotinoid contamination of global surface waters and associated risk to aquatic invertebrates: A review, Environment International, vol.74, pp.291-303, 2015.

S. Mostafalou and M. Abdollahi, Pesticides: an update of human exposure and toxicity, Arch Toxicol, vol.91, pp.549-599, 2017.

M. M. Moyer, D. M. Gadoury, W. F. Wilcox, and R. C. Seem, Weather During Critical Epidemiological Periods and Subsequent Severity of Powdery Mildew on Grape Berries, Plant Disease, vol.100, pp.116-124, 2016.

J. A. Nelder and R. W. Wedderburn, Generalized Linear Models, Journal of the Royal Statistical Society. Series A (General), vol.135, pp.370-384, 1972.

F. Newbery, A. Qi, and B. D. Fitt, Modelling impacts of climate change on arable crop diseases: progress, challenges and applications, Current Opinion in Plant Biology, Biotic interactions, vol.32, pp.101-109, 2016.

M. Norton, G. Sprundel, . Van, C. G. Turvey, and M. P. Meuwissen, Applying weather index insurance to agricultural pest and disease risks, International Journal of Pest Management, vol.62, pp.195-204, 2016.

J. E. Oakley, SHELF: tools to, 2018.

E. Oerke and H. Dehne, Safeguarding production-losses in major crops and the role of crop protection, Crop Protection, vol.23, pp.275-285, 2004.

,

A. O'hagan, Probabilistic uncertainty specification: Overview, elaboration techniques and their application to a mechanistic model of carbon flux, Environmental Modelling & Software, vol.36, pp.35-48, 2012.

A. O'hagan, C. E. Buck, A. Daneshkhah, J. R. Eiser, P. H. Garthwaite et al., Uncertain Judgements: Eliciting Experts' Probabilities, 2006.

. Oïdium,

P. S. Ojiambo and E. L. Kang, Modeling spatial frailties in survival analysis of cucurbit downy mildew epidemics, Phytopathology, vol.103, pp.216-227, 2013.

R. Olatinwo and G. Hoogenboom, Chapter 4 -Weather-based Pest Forecasting for Efficient Crop Protection, pp.59-78, 2014.

, Pesticide residues in food, OMS, 2018.

A. Onofri, H. Piepho, and M. Kozak, Analysing censored data in agricultural research: A review with examples and software tips, Annals of Applied Biology, vol.174, pp.3-13, 2019.

, Optimiser les traitements fongicides sur les maladies de la vigne au moyen d'un outil d'aide à la décision | EcophytoPIC, 2019.

, Statistical report on world vitiviniculture, Organisation Internationale du Vin, 2019.

S. Orlandini, B. Gozzini, M. Rosa, E. Egger, P. Storchi et al., PLASMO: a simulation model for control of Plasmopara viticola on grapevine1, EPPO Bulletin, vol.23, pp.619-626, 1993.

H. Otway and D. Winterfeldt, Expert Judgment in Risk Analysis and Management: Process, Context, and Pitfalls, Risk Analysis, vol.12, pp.83-93, 1992.

E. W. Park, R. C. Seem, D. M. Gadoury, and R. C. Pearson, DMCAST: a prediction model for grape downy mildew developement, Viticultural and Enological Sciences, vol.52, pp.182-189, 1997.

K. Pedneault and C. Provost, Fungus resistant grape varieties as a suitable alternative for organic wine production: Benefits, limits, and challenges, Scientia Horticulturae, vol.208, pp.57-77, 2016.

A. Pellegrini, D. Prodorutti, A. Frizzi, C. Gessler, and I. Pertot, , 2010.

C. Pelosi, S. Barot, Y. Capowiez, M. Hedde, and F. Vandenbulcke, Pesticides and earthworms. A review, Agron. Sustain. Dev, vol.34, pp.199-228, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01234778

I. Pertot, T. Caffi, V. Rossi, L. Mugnai, C. Hoffmann et al., , 2017.

G. Pezzoli and E. Cereda, Exposure to pesticides or solvents and risk of Parkinson disease, Neurology, vol.80, 2013.

P. C. Pheloung, P. A. Williams, and S. R. Halloy, A weed risk assessment model for use as a biosecurity tool evaluating plant introductions, Journal of Environmental Management, vol.57, pp.239-251, 1999.

L. Pibouleau and S. Chevret, An Internet-based method to elicit expert's beliefs for Bayesian priors: a case study in intracranial stent evaluation, International Journal of Technology Assessment in Health Care, vol.30, pp.446-453, 2014.

,

D. Pimentel, Environmental and Economic Costs of the Application of Pesticides Primarily in the United States, Environment, Development and Sustainability, vol.7, pp.229-252, 2005.

D. Provost, A. Cantagrel, P. Lebailly, A. Jaffre, V. Loyant et al., Brain tumours and exposure to pesticides: a case-control study in southwestern France, Occupational and Environmental Medicine, vol.64, pp.509-514, 2007.

Q. Seguí, P. Le-moigne, P. Durand, Y. Martin, E. Habets et al., Analysis of Near-Surface Atmospheric Variables: Validation of the SAFRAN Analysis over France, Journal of Applied Meteorology and Climatology, vol.47, pp.92-107, 2008.

. R-core-team, R: A Language and Environment for Statistical Computing, 2018.

C. Raherison, I. Baldi, M. Pouquet, E. Berteaud, C. Moesch et al., Pesticides exposure by air in vineyard rural area and respiratory health in children: a pilot study, Environ. Res, vol.169, pp.189-195, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01989019

M. Raynal and T. Coulon, De la lutte raisonnée à la production intégrée

M. Raynal, C. Debord, S. Guittard, and M. Vergnes, Epicure, a geographic information system applied on downy and powdery mildew risks of epidemics on the Bordeaux vineyard. Presented at the INRA-ISVV, ed. sixth international workshop on the grapevine downy and powdery mildew, pp.144-146, 2010.

M. Raynal, C. Debord, M. Vergnes, B. Delfour, A. Bennabi et al., Etude des variations de sensibilité d'un vignoble contre les principales maladies cryptogamiques de la vigne: zonage d'Unités de Fonctionnement Physiologique à priori homogènes, 2015.

M. Raynal, S. Guittard, C. Debord, A. Davy, T. Plancq et al., Decision Support Systems in viticulture: Current situation and perspectives, 2012.

N. D. Région-nouvelle-aquitaine and . Vitirev, Innovons pour des territoires VITIcoles REspectueux de l'EnVironnement -Présentation du projet

G. Ridgeway, Generalized Boosted Models: A guide to the gbm package 15

R. Rieder, W. Pavan, J. M. Carré-maciel, J. M. Cunha-fernandes, and M. Sarroglia-pinho, A virtual reality system to monitor and control diseases in strawberry with drones: a project, Presented at the 7th International Congress on Env. Modelling and Software, 2014.

X. Robin, N. Turck, A. Hainard, N. Tiberti, F. Lisacek et al., pROC: an open-source package for R and S+ to analyze and compare ROC curves, BMC Bioinformatics, vol.12, 2011.

M. Rosa, B. Gozzini, S. Orlandini, and L. Seghi, A computer program to improve the control of grapevine downy mildew, Computers and Electronics in Agriculture, vol.12, pp.311-322, 1995.

J. Ross, J. Driver, C. Lunchick, and C. O'mahony, Models for estimating human exposure to pesticides, Outlooks on Pest Management, vol.26, pp.33-37, 2015.

,

V. Rossi and T. Caffi, Effect of water on germination of Plasmopara viticola oospores, Plant Pathology, vol.56, pp.957-966, 2007.

V. Rossi, T. Caffi, R. Bugiani, F. Spanna, and D. Della-valle, Estimating the germination dynamics of Plasmopara viticola oospores using hydro-thermal time, Plant Pathology, vol.57, pp.216-226, 2008.

V. Rossi, T. Caffi, S. Giosuè, and R. Bugiani, A mechanistic model simulating primary infections of downy mildew in grapevine, Ecological Modelling, vol.212, pp.480-491, 2008.

V. Rossi, T. Caffi, M. Melandri, and G. Pradolesi, Aggiornamenti sulla peronospora della vite, pp.38-56, 2005.

V. Rossi, S. Giosuè, B. Girometta, and R. Bugiani, , 2002.

V. Rossi, F. Salinari, S. Poni, T. Caffi, and T. Bettati, Addressing the implementation problem in agricultural decision support systems: the example of vite.net®, Computers and Electronics in Agriculture, vol.100, pp.88-99, 2014.

, Arvalis-info, 2016.

J. Rouzet and D. Jacquin, Development of overwintering oospores of Plasmopara viticola and severity of primary foci in relation to climate*, EPPO Bulletin, vol.33, pp.437-442, 2003.

,

F. Salinari, S. Giosuè, F. N. Tubiello, A. Rettori, V. Rossi et al., Downy mildew (Plasmopara viticola) epidemics on grapevine under climate change, Global Change Biol, vol.12, pp.1299-1307, 2006.

F. Sánchez-bayo, K. Goka, and D. Hayasaka, Contamination of the Aquatic Environment with Neonicotinoids and its Implication for, Ecosystems. Front. Environ. Sci, vol.4, 2016.

M. Sarraudy and C. Le-plat, Les journées IARD -L'assurance indicielle, 2017.

S. Savary, L. Delbac, A. Rochas, G. Taisant, and L. Willocquet, Analysis of Nonlinear Relationships in Dual Epidemics, and Its Application to the Management of Grapevine Downy and Powdery Mildews, Phytopathology, vol.99, pp.930-942, 2009.

,

S. Savary, L. Willocquet, S. J. Pethybridge, P. Esker, N. Mcroberts et al., The global burden of pathogens and pests on major food crops, Nat Ecol Evol, vol.3, pp.430-439, 2019.

H. Scherm and P. S. Ojiambo, Applications of survival analysis in botanical epidemiology, Phytopathology, vol.94, pp.1022-1026, 2004.

R. J. Schmidt, V. Kogan, J. F. Shelton, L. Delwiche, R. L. Hansen et al., Combined Prenatal Pesticide Exposure and Folic Acid Intake in Relation to, Autism Spectrum Disorder. Environ Health Perspect, vol.125, p.97007, 2017.

C. Schneider, E. Prado, C. Onimus, L. Ley, D. Forget et al., ResDur, le programme Inra de création de variétés de vigne de cuve résistantes aux maladies cryptogamiques et de bonne qualité oenologique, pp.62-68, 2014.

A. Seidler, G. Hammer, G. Husmann, J. König, A. Krtschil et al., Cancer risk among residents of Rhineland-Palatinate winegrowing communities: a cancer-registry based ecological study, Journal of Occupational Medicine and Toxicology, vol.3, 2008.

, Pratiques culturales en grandes cultures, Agreste Chiffres et Données, 2017.

, Les résultats économiques des exploitations agricoles en 2017 -Données du Réseau d'Information Comptable Agricole, 2018.

, Service de la Statistique et de la Prospection, 2017.

, L'évolution des traitements phytosanitaires entre, 2011.

, Pratiques culturales en viticulture 2013 -Réduire la dose, une pratique répandue pour les traitements fongicides, 2016.

, Enquête Pratique culturales en viticulture Références 199 la Prospection, 2012. Fortes disparités de protection contre l'oïdium, Agrest Primeur, 2015.

, Service de la Statistique et de la Prospection, 2009.

, Agreste Chiffres et Données, vol.47

C. Shunthirasingham, C. E. Oyiliagu, X. Cao, T. Gouin, F. Wania et al., Spatial and temporal pattern of pesticides in the global atmosphere, Journal of environmental monitoring : JEM, vol.12, pp.1650-1657, 2010.

,

M. Sine, E. Morin, D. Simonneau, G. D. Cosnac, and H. Escriou, VIGICULTURES -An early warning system for crop pest management 9, 2010.

C. Sinfort, E. Cotteux, B. Bonicelli, B. Ruelle, M. Douchin et al., , 2009.

N. E. Skakkebaek, E. Rajpert-de-meyts, G. M. Buck-louis, J. Toppari, A. Andersson et al., Male Reproductive Disorders and Fertility Trends: Influences of Environment and Genetic Susceptibility, Physiol Rev, vol.96, pp.55-97, 2016.

,

T. Skevas, S. E. Stefanou, and A. O. Lansink, Can economic incentives encourage actual reductions in pesticide use and environmental spillovers?, Agric. Econ, vol.43, pp.267-276, 2012.

F. Sozzani, A. Morando, and S. Lavezzaro, Grapevine protection against powdery mildew in piedmont: control of on-going infections. Giornate Fitopatologiche, pp.311-316, 2010.

N. Statut-des-résistances-en-france--r4p,

S. Strizyk, Une deuxième génération de modèles systémiques: les potentiels systèmes. Vers une utilisation appuyée sur reseaux de stations météorologiques, Groupe de Travail 'Biosystèmes En Viticulture', Annales ANPP, 3e Conférence Internationale Sur Les Maladies Des Plantes, pp.1447-54, 1994.

S. Stryzik, Modèle d'état potentiel d'infection: application a Plasmopara viticola, 1983.

A. S. Taylor and D. C. Cook, Dis Prot, vol.125, pp.397-403, 2018.

A. K. Thakur, Model: Mechanistic vs Empirical, New Trends in Pharmacokinetics, NATO ASI Series, pp.41-51, 1991.

L. D. Thiessen, J. A. Keune, T. M. Neill, W. W. Turechek, G. G. Grove et al.,

I. Thouvenin, F. Bouneb, and T. Mercier, Operator dermal exposure and protection provided by personal protective equipment and working coveralls during mixing/loading, application and sprayer cleaning in vineyards, International Journal of Occupational Safety and Ergonomics, vol.23, pp.229-239, 2017.

R. Tibshirani, Regression Shrinkage and Selection via the Lasso, Journal of the Royal Statistical Society. Series B (Methodological), vol.58, pp.267-288, 1996.

C. Tran-manh-sung, S. Strizyk, and M. Clerjeau, , 1990.

N. Urruty, T. Deveaud, H. Guyomard, and J. Boiffin, Impacts of agricultural land use changes on pesticide use in French agriculture, European Journal of Agronomy, vol.80, pp.113-123, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01604966

A. Van-maanen and X. Xu, Modelling Plant Disease Epidemics, European Journal of Plant Pathology, vol.109, pp.669-682, 2003.

W. N. Venables and B. D. Ripley, Modern Applied Statistics with S 504

A. Vercesi, C. Sirtori, A. Vavassori, E. Setti, and D. Liberati, Estimating germinability ofPlasmopara viticola oospores by means of neural networks, Med. Biol. Eng. Comput, vol.38, pp.109-112, 2000.

A. Vercesi, S. L. Toffolatti, G. Zocchi, R. Guglielmann, and L. Ironi, A new approach to modelling the dynamics of oospore germination in Plasmopara viticola, European Journal of Plant Pathology, vol.128, pp.113-126, 2010.

A. Vercesi, R. Tornaghi, S. Sant, S. Burruano, and F. Faoro, A cytological and ultrastructural study on the maturation and germination of oospores of Plasmopara viticola from overwintering vine leaves, Mycological Research, vol.103, pp.193-202, 1999.

,

J. Vidal, E. Martin, L. Franchistéguy, M. Baillon, and J. Soubeyroux, A 50-year high-resolution atmospheric reanalysis over France with the Safran system, International Journal of Climatology, vol.30, pp.1627-1644, 2010.
URL : https://hal.archives-ouvertes.fr/meteo-00420845

J. F. Viel and B. Challier, Bladder cancer among French farmers: does exposure to pesticides in vineyards play a part?, Occupational and Environmental Medicine, vol.52, pp.587-592, 1995.

T. Wallsten, D. Budescu, A. Rapoport, R. Zwick, and B. Forsyth, Measuring the Vague Meanings of Probability Terms, Journal of Experimental Psychology, vol.115, pp.348-365, 1986.

A. A. Westra, C. P. Arneson, and S. A. Slack, Effect of Interaction of Inoculum Dose, cultivar, and geographic location on the development of foliar symptoms of bacterial ring rot of potato, Phytopathology, vol.84, pp.410-415, 1994.

J. R. Winter and L. E. Green, Quantifying the beliefs of key players in the UK sheep industry on the efficacy of two treatments for footrot, The Veterinary Journal, vol.239, pp.15-20, 2018.

F. P. Wong, H. N. Burr, and W. F. Wilcox, Heterothallism in Plasmopara viticola, Plant Pathology, vol.50, pp.427-432, 2001.

M. N. Wright and A. Ziegler, ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R, Journal of Statistical Software, vol.77, pp.1-17, 2017.

D. G. Zachos, Recherches sur la biologie et l'épidémiologie du mildiou de la vigne en Grèce, Ann. Inst. Phytopathol. Benaki, vol.2, pp.193-335, 1959.

J. C. Zadoks and R. D. Schein, Epidemiology and plant disease management. Epidemiology and plant disease management, 1979.

X. Zhang, Y. Zhou, Y. Li, X. Fu, and Q. Wang, Screening and characterization of endophytic Bacillus for biocontrol of grapevine downy mildew, Crop Protection, vol.96, pp.173-179, 2017.

R. Annexe, The difference between the median dates estimated at the first and last elicitation is represented as a function of the median date estimated at the first elicitation of each expert. The relationship between the median deviation and the estimated median early season date is shown for, 2017.

S. Annexe, The uncertainty levels of the first (x-axis) and the last elicitation (y-axis) are compared for each expert elicited each year and for all years, Experts' elicitations uncertainty levels in the first and last elicitations in 2017, 2018.

T. Annexe, Relation entre les dates estimées (axe des Y) lors du premier et du dernier pronostic de chaque expert et les dates d'apparition observées sur le terrain (axe des X) pour l'ensemble des experts du Bordelais élicités à chaque campagne d'élicitation menées entre, 2017.

M. Chen, F. Brun, M. Raynal, and D. Makowski, Timing of grape downy mildew onset in Bordeaux vineyards, Phytopathology, vol.109, pp.787-795, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02310092

M. Chen, F. Brun, M. Raynal, C. Debord, and D. Makowski, Use of probabilistic expert elicitation for assessing risk of appearance of grape downy mildew, Crop Protection, vol.126, 2019.

M. Chen, F. Brun, M. Raynal, and D. Makowski,

M. Chen, F. Brun, M. Raynal, and D. Makowski,

M. Chen, F. Brun, M. Raynal, C. Debord, and D. Makowski, Estimer la date d'apparition, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01958294

M. Vergnes, M. Brun, F. Chen, and M. , , 2019.

M. Chen, F. Brun, M. Raynal, and D. Makowski, , 2018.

M. Chen, F. Brun, M. Raynal, and D. Makowski, Using survival analysis to assess grape downy mildew onset in Bordeaux vineyards, ModStatSAP -Annual meeting, vol.19, 2018.

M. Chen, F. Brun, M. Raynal, and D. Makowski, Timing of grape downy mildew onset: from data analysis to practical implementation, ABIES Doctoral Days, vol.19, 2018.

M. Chen, F. Brun, M. Raynal, and D. Makowski, Estimer la date d'apparition des premiers symptômes d'une maladie de la vigne : le cas du mildiou. #DigitAgora, 2018.

M. Chen, F. Brun, M. Raynal, C. Debord, and D. Makowski, Estimer la date d'apparition des plantes, vol.18, 2018.