Olivier Crespo
Research StaffOlivier joined the Climate System Analysis Group, Environmental and Geographical Science department, University of Cape Town, South Africa in 2008. With a computer science background (Master engineering, 2003), he worked towards a PhD in operational research applied to agriculture (France, 2008). He developed skills and expertise through engaging with climate variability and change experts, applied to a better understanding of short and long term climate challenges in connection with agricultural, and especially smallholder community farming systems, in Africa and Asia. Through multiple research projects, he participates in the improvement of global agricultural modeling, a better understanding of climate impacts on the agricultural sector, and enhance adaptation capacity in developing and developed countries. Through the last 10 years Olivier developed continuing relationships with national (e.g. SA Water Resource Commission, SA Agricultural Research Council), regional (e.g. FANRPAN, ICRISAT) and international (e.g. AgMIP, IDRC, FAO) organisations. Olivier is recurrently supervising postgraduates candidates, invited to review scientific publications, and to seat on project reference groups/panels (e.g. SA water research commission, RSA national research foundation).
Personal SitePublications
sourced from ORCID (0000-0001-7320-9428): see full ORCID profile
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Wolski P, Crespo O, Tadross M, Khumalo F Z., Du-Pont T, Riquet D, Jones C,  (2024) On the quantitative limits for triggering drought anticipatory actions in Mindanao, the Philippines
Frontiers in Climate
doi:a0b195d1-f696-438b-9063-4a0a9c61b839
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Piotr Wolski, Olivier Crespo, Mark Tadross, Fidelity Z. Khumalo, Tamika Du-Pont, Damien Riquet, Catherine Jones,  (2024) On the quantitative limits for triggering drought anticipatory actions in Mindanao, the Philippines
Frontiers in Climate
doi:10.3389/fclim.2024.1336442
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Luleka Dlamini, Olivier Crespo, Jos van Dam, Lammert Kooistra,  (2023) A Global Systematic Review of Improving Crop Model Estimations by Assimilating Remote Sensing Data: Implications for Small-Scale Agricultural Systems
Remote Sensing
doi:10.3390/rs15164066
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Mkuhlani S, Zinyengere N, Kumi N, Crespo OB,  (2022) Lessons from integrated seasonal forecast-crop modelling in Africa: A systematic review
Open Life Sciences
doi:a0071c6d-0555-4400-ad42-e4d579f0c89b
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Sabine Homann-Kee Tui, Katrien Descheemaeker, Roberto O. Valdivia, Patricia Masikati, Gevious Sisito, Elisha N. Moyo, Olivier Crespo, Alex C. Ruane, Cynthia Rosenzweig,  (2022) Correction to: Climate change impacts and adaptation for dryland farming systems in Zimbabwe: a stakeholder-driven integrated multi-model assessment
Climatic Change
doi:10.1007/s10584-022-03433-9
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Selinga T, Maseko ST, Gabier H, Rafudeen MR, Muasya M, Crespo O, Ogola JBO, Valentine AJ, Ottosen CO, Rosenqvist E, Chimphango S,  (2022) Regulation and physiological function of proteins for heat tolerance in cowpea (Vigna unguiculata) genotypes under controlled and field conditions.
Frontiers in Plant Science
doi:444b9d3f-bb23-4118-9349-3ce9b177b40d
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Olivier Crespo,  (2022) Climate change impacts on maize and soybean yields in Zambia
Agronomy Journal
doi:10.1002/agj2.21092
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Rusere F, Dicks LV, Mkuhlani S, Crespo OB,  (2022) Integrating a crop model with a greenhouse gas calculator to identify low carbon agricultural intensification options for smallholder farmers in rural South Africa
Clean Technologies and Environmental Policy
doi:04a329c8-c633-4d9a-8573-bd8d4b8ccb0e
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(2021) Climate change impacts and adaptation for dryland farming systems in Zimbabwe: a stakeholder-driven integrated multi-model assessment
Climatic Change
doi:10.1007/s10584-021-03151-8
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Amarasingha R, Marambe B, Suriyagoda L, Punyawardena R, Herath H, Jayawardena S, Jayakody P, Vuolo MR, Fujisawa M, Heureux A, Alvar-Beltrán J, Kanamaru H, Manzanas R, Acutis M, Crespo O,  (2021) Climate change impacts on crops in Sri Lanka
doi:1b58b319-76a2-47ef-8e6d-4d97fa01e467
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(2020) Research Highlights - Climate Change and Future Crop Suitability in Angola
doi:https://www.ifad.org/documents/38714170/42164624/climate_analysis_angola.pdf
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(2020) Research Highlights – Climate Change and Future Crop Suitability in Uganda
doi:https://www.ifad.org/documents/38714170/42164624/climate_analysis_uganda.pdf
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(2020) Research Highlights – Climate Change and Future Crop Suitability in Mozambique
doi:https://www.ifad.org/documents/38714170/42164624/climate_analysis_mozambique.pdf
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(2020) Research Highlights - Climate Change and Future Crop Suitability in Rwanda
doi:https://www.ifad.org/documents/38714170/42164624/climate_analysis_rwanda.pdf
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(2020) Research Highlights – Climate Change and Future Crop Suitability in Zambia
doi:https://www.ifad.org/documents/38714170/42164624/climate_analysis_zambia.pdf
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(2020) Research Highlights - Climate Change and Future Crop Suitability in Malawi
doi:https://www.ifad.org/documents/38714170/42164624/climate_analysis_malawi.pdf
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(2020) Cost and benefit analysis of adopting climate adaptation practices among smallholders: The case of five selected practices in Ghana
Climate Services
doi:10.1016/j.cliser.2020.100198
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(2020) Intermittent moisture supply induces drought priming responses in some heat‐tolerant chickpea genotypes
Crop Science
doi:10.1002/csc2.20228
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(2020) The impact of climate variability and extremes on agriculture and food security - An analysis of the evidence and case studies
FAO
doi:10.4060/cb2415en
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Mkuhlani, S., Crespo, O., Rusere, F., Zhou, L., Francis, J.,  (2020) Classification of small-scale farmers for improved rainfall variability management in South Africa
Agroecology and Sustainable Food Systems
doi:10.1080/21683565.2018.1537325
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(2020) Integrated assessment of climate change impacts on crop productivity and income of commercial maize farms in northeast South Africa
Food Security
doi:10.1007/s12571-020-01023-0
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(2020) Investigating the potential impact of 1.5, 2 and 3 °C global warming levels on crop suitability and planting season over West Africa
PeerJ
doi:10.7717/peerj.8851
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(2020) Stress tolerant traits and root proliferation of Aspalathus linearis (Burm.f.) R. Dahlgren grown under differing moisture regimes and exposed to drought
South African Journal of Botany
doi:10.1016/j.sajb.2020.03.003
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(2020) On the role of anthropogenic climate change in the emerging food crisis in Southern Africa in the 2019‐2020 growing season
Global Change Biology
doi:10.1111/gcb.15047
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(2020) Effect of temperature on plant growth and stress tolerant traits in rooibos in the Western Cape, South Africa
Scientia Horticulturae
doi:10.1016/j.scienta.2019.109137
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(2020) Suitability Evaluation of Underutilized Crops Under Future Climate Change Using Ecocrop Model: A Case of Bambara Groundnut in Nigeria
International Tropical Agriculture Conference (TROPAG 2019)
doi:10.3390/proceedings2019036053
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Farirai Rusere, Olivier Crespo, Lynn Dicks, Siyabusa Mkuhlani, Joseph Francis, Leocadia Zhou,  (2020) Enabling acceptance and use of ecological intensification options through engaging smallholder farmers in semi-arid rural Limpopo and Eastern Cape, South Africa
Agroecology and Sustainable Food Systems
doi:10.1080/21683565.2019.1638336
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Portia Adade Williams, Olivier Crespo, Mumuni Abu,  (2020) Assessing vulnerability of horticultural smallholders’ to climate variability in Ghana: applying the livelihood vulnerability approach
Environment, Development and Sustainability
doi:10.1007/s10668-018-0292-y
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Portia Adade Williams, Olivier Crespo, Mumuni Abu,  (2019) Adapting to changing climate through improving adaptive capacity at the local level – The case of smallholder horticultural producers in Ghana
OpenAlex
doi:10.60692/x0sv4-yny80
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Portia Adade Williams, Olivier Crespo, Mumuni Abu,  (2019) Adapting to changing climate through improving adaptive capacity at the local level – The case of smallholder horticultural producers in Ghana
OpenAlex
doi:10.60692/m84se-2jp21
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Egbebiyi, Temitope S., Lennard, Chris, Crespo, Olivier, Mukwenha, Phillip, Lawal, Shakirudeen, Quagraine, Kwesi,  (2019) Assessing Future Spatio-Temporal Changes in Crop Suitability and Planting Season over West Africa: Using the Concept of Crop-Climate Departure
Climate
doi:10.3390/CLI7090102
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Egbebiyi, Temitope S., Crespo, Olivier, Lennard, Chris,  (2019) Defining Crop-Climate Departure in West Africa: Improved Understanding of the Timing of Future Changes in Crop Suitability
Climate
doi:10.3390/CLI7090101
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Williams, Portia Adade, Crespo, Olivier, Abu, Mumuni,  (2019) Adapting to changing climate through improving adaptive capacity at the local level - The case of smallholder horticultural producers in Ghana
Climate Risk Management
doi:10.1016/J.CRM.2018.12.004
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Makonya, Givemore M., Ogola, John B. O., Muasya, A. Muthama, Crespo, Olivier, Maseko, Sipho, Valentine, Alex J., Ottosen, Carl-Otto, Rosenqvist, Eva, Chimphango, Samson B. M.,  (2019) Chlorophyll fluorescence and carbohydrate concentration as field selection traits for heat tolerant chickpea genotypes
Plant Physiology and Biochemistry
doi:10.1016/J.PLAPHY.2019.05.031
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(2019) Developing pathways to improve smallholder agricultural productivity through ecological intensification technologies in semi-arid Limpopo, South Africa
African Journal of Science, Technology, Innovation and Development
doi:10.1080/20421338.2018.1550936
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(2019) Assessing Future Spatio-Temporal Changes in Crop Suitability and Planting Season over West Africa: Using the Concept of Crop-Climate Departure
Climate
doi:10.3390/cli7090102
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(2019) Seamless Forecasting of Rainfall and Temperature for Adaptation of Farming Practices to Climate Variability
WATER RESEARCH COMMISSION
doi:978-0-6392-0056-9
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(2019) Defining Crop–climate Departure in West Africa: Improved Understanding of the Timing of Future Changes in Crop Suitability
Climate
doi:10.3390/cli7090101
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(2019) Chlorophyll fluorescence and carbohydrate concentration as field selection traits for heat tolerant chickpea genotypes
doi:10.1016/j.plaphy.2019.05.031
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Portia Adade Williams, Olivier Crespo, Mumuni Abu,  (2019) Adapting to changing climate through improving adaptive capacity at the local level – The case of smallholder horticultural producers in Ghana
Climate Risk Management
doi:10.1016/j.crm.2018.12.004
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(2019) Large Scale Crop Suitability Assessment Under Future Climate Using the Ecocrop Model: The Case of Six Provinces in Angola’s Planalto Region
The Climate-Smart Agriculture Papers
doi:10.1007/978-3-319-92798-5_4
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(2019) Understanding the Role of Soils and Management on Crops in the Face of Climate Uncertainty in Zimbabwe: A Sensitivity Analysis
The Climate-Smart Agriculture Papers
doi:10.1007/978-3-319-92798-5_5
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Portia Adade Williams, Olivier Crespo, Mumuni Abu, Nicholas Philip Simpson,  (2018) A systematic review of how vulnerability of smallholder agricultural systems to changing climate is assessed in Africa
OpenAlex
doi:10.60692/6nbn0-w9847
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Portia Adade Williams, Olivier Crespo, Mumuni Abu, Nicholas Philip Simpson,  (2018) A systematic review of how vulnerability of smallholder agricultural systems to changing climate is assessed in Africa
OpenAlex
doi:10.60692/f92d3-dwy93
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Kidist Abera, Olivier Crespo,  Jemal Seid,  Fasil Mequanent,  (2018) Simulating the impact of climate change on maize production in Ethiopia, East Africa
OpenAlex
doi:10.60692/k2zzj-94g13
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MacAlister, D., Muasya, A. M., Crespo, O., Chimphango, S. B. M.,  (2018) High temperature effects on photosynthesis, carbohydrate partitioning and phenolics in field grown Aspalathus linearis
South African Journal of Botany
doi:10.1016/J.SAJB.2018.02.066
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Descheemaeker, Katrien, Zijlstra, Mink, Masikati, Patricia, Crespo, Olivier, Tui, Sabine Homann-Kee,  (2018) Effects of climate change and adaptation on the livestock component of mixed farming systems: A modelling study from semi-arid Zimbabwe
Agricultural Systems
doi:10.1016/J.AGSY.2017.05.004
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Makonya, G. M., Ogola, J. B. O., Muasya, M. A., Crespo, O., Chimphango, S. B. M.,  (2018) Physiological response for thermotolerant Chickpea (Cicer arietinum L.; Fabaceae) genotypes in Limpopo, South Africa
South African Journal of Botany
doi:10.1016/J.SAJB.2018.02.073
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Williams, Portia Adade, Crespo, Olivier, Abu, Mumuni, Simpson, Nicholas Philip,  (2018) A systematic review of how vulnerability of smallholder agricultural systems to changing climate is assessed in Africa
Environmental Research Letters
doi:10.1088/1748-9326/AAE026
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(2018) Nation-wide interdisciplinary assessments of climate change impacts on agriculture for adaptation planning
Adaptation Futures 2018
doi:10.15641/0-7992-2543-3
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Portia Adade Williams, Olivier Crespo, Mumuni Abu, Nicholas Philip Simpson,  (2018) A systematic review of how vulnerability of smallholder agricultural systems to changing climate is assessed in Africa
Environmental Research Letters
doi:10.1088/1748-9326/aae026
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(2018) High temperature effects on photosynthesis, carbohydrate partitioning and phenolics in field grown Aspalathus linearis
South African Association of Botanists (SAAB) - Annual Meeting
doi:10.1016/j.sajb.2018.02.066
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(2018) Physiological response for thermotolerant Chickpea ( Cicer arietinum L.; Fabaceae) genotypes in Limpopo, South Africa
South African Association of Botanists (SAAB) - Annual Meeting
doi:10.1016/j.sajb.2018.02.073
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(2018) Simulating the impact of climate change on maize production in Ethiopia, East Africa
Environmental Systems Research
doi:10.1186/s40068-018-0107-z
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Katrien Descheemaeker, Mink Zijlstra, Patricia Masikati, Olivier Crespo, Sabine Homann-Kee Tui,  (2018) Effects of climate change and adaptation on the livestock component of mixed farming systems: A modelling study from semi-arid Zimbabwe
Agricultural Systems
doi:10.1016/j.agsy.2017.05.004
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(2017) Integrated Assessment of Crop–Livestock Production Systems Beyond Biophysical Methods
Smart Technologies for Sustainable Smallholder Agriculture
doi:10.1016/B978-0-12-810521-4.00013-X
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(2017) Assessing Local Impacts of Climate Change on Crop Production in Southern Africa: Critiquing an Approach
BEYOND AGRICULTURAL IMPACTS - Multiple Perspectives on Climate Change in Africa
doi:10.1016/B978-0-12-812624-0.00002-8
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(2017) Conservation Agriculture Among Farmers in Kalomo, Zambia: Potential for Productivity Under Climate Change
BEYOND AGRICULTURAL IMPACTS - Multiple Perspectives on Climate Change in Africa
doi:10.1016/B978-0-12-812624-0.00005-3
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(2017) Impact of climate variability on pineapple production in Ghana
Agriculture & Food Security
doi:10.1186/s40066-017-0104-x
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Mkhululi Ncube, Nomonde Madubula, Hlami Ngwenya, Nkulumo Zinyengere, Leocadia Zhou, Joseph Francis, Talentus Mthunzi, Crespo Olivier, Tshilidzi Madzivhandila,  (2016) Climate change, household vulnerability and smart agriculture: The case of two South African provinces
Jamba-journal of Disaster Risk Studies
doi:10.4102/JAMBA.V8I2.182
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Araujo, Julio A., Abiodun, Babatunde J., Crespo, Olivier,  (2016) Impacts of drought on grape yields in Western Cape, South Africa
Theoretical and Applied Climatology
doi:10.1007/S00704-014-1336-3
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(2016) Modelling impacts of climate change on selected South African crop farming systems
doi:9781431208357
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Ncube, M., Madubula, N., Ngwenya, H., Zinyengere, N., Zhou, L., Francis, J., Mthunzi, T., Olivier, C., Madzivhandila, T.,  (2016) Climate change, household vulnerability and smart agriculture: The case of two South African provinces
Jamba: Journal of Disaster Risk Studies
doi:10.4102/jamba.v8i2.182
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Araujo, J.A., Abiodun, B.J., Crespo, O.,  (2016) Impacts of drought on grape yields in Western Cape, South Africa
Theoretical and Applied Climatology
doi:10.1007/s00704-014-1336-3
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(2015) Economic impact of climate change and benefit of adaptations for maize production: Case from Namibia, Zambezi region
Journal of Development and Agricultural Economics
doi:10.5897/jdae2014.0605
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(2015) Crop–Livestock Intensification in the Face of Climate Change: Exploring Opportunities to Reduce Risk and Increase Resilience in Southern Africa by Using an Integrated Multi-modeling Approach
Part 2, Section I, Chapter 5, in : Daniel Hillel & Cynthia Rosenzweig (Editors). Handbook of Climate Change and Agroecosystems: The Agricultural Model Intercomparison and Improvement Project Integrated Crop and Economic Assessments.
doi:10.1142/9781783265640_0017
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(2015) Economic impact of climate change and benefit of adaptations for maize production: Case from Namibia, Zambezi region
Journal of Development and Agricultural Economics
doi:10.5897/JDAE2014.0605
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(2015) Projected Impacts of Climate Change Scenarios on the Production of Maize in Southern Africa: An Integrated Assessment Case Study of the Bethlehem District, Central Free State, South Africa
Handbook of Climate Change and Agroecosystems: The Agricultural Model Intercomparison and Improvement Project Integrated Crop and Economic Assessments
doi:10.1142/9781783265640_0016
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Zinyengere, N., Crespo, O., Hachigonta, S., Tadross, M.,  (2015) Crop model usefulness in drylands of southern Africa: An application of DSSAT
South African Journal of Plant and Soil
doi:10.1080/02571862.2015.1006271
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(2014) Local impacts of climate change and agronomic practices on dry land crops in Southern Africa
Agriculture, Ecosystems and Environment
doi:10.1016/J.AGEE.2014.07.002
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(2014) Modeling potential impacts of future climate change in Mzimba District Malawi, 2040-2070
MALAWI Strategy Support Program Working Paper 08, Affiliation: IFPRI
doi:
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Zinyengere, N., Crespo, O., Hachigonta, S., Tadross, M.,  (2014) Local impacts of climate change and agronomic practices on dry land crops in Southern Africa
Agriculture, Ecosystems and Environment
doi:10.1016/j.agee.2014.07.002
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Nkulumo Zinyengere, Olivier Crespo, Sepo Hachigonta,  (2013) Crop response to climate change in southern Africa: A comprehensive review
Global and Planetary Change
doi:10.1016/J.GLOPLACHA.2013.08.010
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(2013) Climate Change Adaptation in Southern Africa: Linking science studies and policy decisions to drive evidence-based action
FANRPAN Policy Brief
doi:
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Zinyengere, N., Crespo, O., Hachigonta, S.,  (2013) Crop response to climate change in southern Africa: A comprehensive review
Global and Planetary Change
doi:10.1016/j.gloplacha.2013.08.010
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(2012) Case study applications of weather and climate forecasts
Development and applications of rainfall forecasts for agriculturally-related decision making in selected catchments of South Africa
doi:9781431203338
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Crespo, Olivier, Bergez, J. E., Garcia, F.,  (2011) P2 hierarchical decomposition procedure: application to irrigation strategies design
Operational Research
doi:10.1007/S12351-009-0040-Z
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Crespo, O., Bergez, J. E., Garcia, F.,  (2011) P2q hierarchical decomposition algorithm for quantile optimization: application to irrigation strategies design
Annals of Operations Research
doi:10.1007/S10479-008-0503-2
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Crespo, Olivier, Hachigonta, Sepo, Tadross, Mark,  (2011) Sensitivity of southern African maize yields to the definition of sowing dekad in a changing climate
Climatic Change
doi:10.1007/S10584-010-9924-4
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Crespo, O., Bergez, J.E., Garcia, F.,  (2011) P2 hierarchical decomposition procedure: Application to irrigation strategies design
Operational Research
doi:10.1007/s12351-009-0040-z
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Crespo, O., Bergez, J.É., Garcia, F.,  (2011) P2q hierarchical decomposition algorithm for quantile optimization: Application to irrigation strategies design
Annals of Operations Research
doi:10.1007/s10479-008-0503-2
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Crespo, O., Hachigonta, S., Tadross, M.,  (2011) Sensitivity of southern African maize yields to the definition of sowing dekad in a changing climate
Climatic Change
doi:10.1007/s10584-010-9924-4
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(2010) Multiobjective optimization subject to uncertainty: Application to irrigation strategy management
Computers and Electronics in Agriculture
doi:10.1016/J.COMPAG.2010.07.009
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(2010) Modelling the influence of vegetation, soil moisture and aerosols on early summer southern African climate
doi:9781770059764
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Bergez, J.E., Colbach, N., Crespo, O., Garcia, F., Jeuffroy, M.H., Justes, E., Loyce, C., Munier-Jolain, N., Sadok, W.,  (2010) Designing crop management systems by simulation
European Journal of Agronomy
doi:10.1016/j.eja.2009.06.001
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Crespo, O., Bergez, J.E., Garcia, F.,  (2010) Multiobjective optimization subject to uncertainty: Application to irrigation strategy management
Computers and Electronics in Agriculture
doi:10.1016/j.compag.2010.07.009
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Olivier Crespo,  (2008) Conception par simulation pour la conduite de culture
doi:tel-02818838
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Meziane Bennour, Didier Crestani, Olivier Crespo,  (2008) Une méthode d'affectation des ressources humaines aux processus industriels
Journal Européen des Systèmes Automatisés (JESA)
doi:lirmm-00296686
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Meziane Bennour, Didier Crestani, olivier crespo,  (2008) Une méthode d'affectation des ressources humaines aux processus industriels
Journal Europeen des Systemes Automatises
doi:10.3166/JESA.42.541-577
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Olivier Crespo,  (2008) Simulation-based optimization applied to agricultural management
doi:tel-01054339
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(2008) Conception par simulation pour la conduite de culture
doi:
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Bennour, M., Crestani, D., Crespo, O.,  (2008) A method of allotment of human resources to industrial processes,Une méthode d'affectation des ressources humaines aux processus industriels
Journal Europeen des Systemes Automatises
doi:10.3166/jesa.42.541-577
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Jacques-Eric Bergez, Olivier Crespo, Frederick Garcia, Christian Gary, Marie-Helene Jeuffroy, Eric Justes, Chantal Loyce, Walid Sadok,  (2007) Designing crop management systems by simulation
doi:hal-01173261
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Bennour, M., Crestani, D., Crespo, O., Prunet, F.,  (2005) Computer-aided decision for human task allocation with mono- and multi-performance evaluation
International Journal of Production Research
doi:10.1080/00207540500124579
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Meziane Bennour, Didier Crestani, Olivier Crespo, François Prunet,  (2004) Evaluation d'une Approche d'Affectation des Ressources Humaines aux Processus d'Entreprise
doi:lirmm-00108821
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Makonya G, Ogola JBO, Gabier H, Rafudeen M, Muasya AM, Crespo OB, Maseko S, Valentine AJ, Ottosen CO, Rosenqvist E, Chimphango SB,  () Proteome changes and associated physiological roles in chickpea (Cicer arietinum) tolerance to heat stress under field conditions
Functional Plant Biology
doi:fa5b19d7-e926-4781-9e30-47ff02128244
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Homann-Kee Tui S, Masikati P, Descheemaeker K, Sisito G, Francis B, Senda T, Crespo OB, Moyo EN, Valdivia RO
, Rosenzweig C, Mutter CZ, Contreras EM,  () Transforming Smallholder Crop–Livestock Systems in the Face of Climate Change: Stakeholder-Driven Multi-Model Research in Semi-Arid Zimbabwe
doi:53aedaa5-9a6c-412f-9c8e-d3844ca3daf1
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Williams PAd, Crespo O, Abu M, Simpson NP,  () A systematic review of how vulnerability of smallholder agricultural systems to changing climate is assessed in Africa
Environmental Research Letters
doi:https://doi.org/10.1088/1748-9326/aae026
Posts by olivier
- Climate change and terrorism; it’s not one or the other, 20 Nov 2015 in CSAG Blog and Frontpage
- How did I get here?, 03 Mar 2015 in CSAG Blog and Frontpage
- High school climate change, 10 Jan 2014 in CSAG Blog and Frontpage
- Research, money and dissemination: an unbalanced 3-legged stool?, 16 May 2013 in CSAG Blog