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Predicting the Impact of Climate Change on the Distribution of Wild Peanut Genetic Resources A. Jarvis 1 , P.G. Jones 2 , G. Mottram 1 , D.E. Williams 1 , L. Guarino 1 , M. Ferguson 3 1. International Plant Genetic Resources Institute (IPGRI), Regional Office for the Americas, c/o CIAT, Cali, Colombia 2. Land Use Consultant, Centro Internacional de Agricultura Tropical (CIAT) 3. International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru 502 324, Andhra Pradesh, India FloraMap and its Users The Users Group FloraMap has a users group of over 80 individuals throughout theWorld. To join the group listserver, please send a message to: [email protected]with the following text in the body of the message: subscribe FloraMap <your email address>. The listserver is used to answer users questions, disseminate new information about FloraMap and as a platform forusers world-wide to exchange experiences and hints on its use. The Web Site FloraMap has a Web site at http://www.floramap- ciar.orgwith information on the product, examples of its use and a growing list of Freque ntly Asked Questions with their answers.The solution to your difficulties with FloraMap could be merely a few mouse clicks away. The Importance of Wild Relatives to Secure Food Security Now, and in the Future Bibliography Davis, A.J., Jenkinson, L.S., Lawton, J.H., Shorrocks , B. and Wood, S. 1998. Making mistakes when predicting shifts in species range in response to global warming. Nature 391:783 -786. Ferguson M.E., A. Jarvis, D. Williams, L. Guarino, H.T. Stalker,J.F.M. Valls , R.N. Pittman, C.E. Pittman, C.E. Simpson, P. Bramel-Cox, Biogeography of wild Arachis . I. Distribution and environmental characterisation (in preparation). Jones, P. G., and A. Gladkov . 1999. FloraMap Version 1. A computer tool for predicting the d istribution of plants and other organisms in the wild. CD -ROM and Manual. Centro Internacional de Agricultura Tropical, Cali, Colombia. Jones, P. G., N.Galwey, S.E. Beebe and J.Tohme. 1997a. The use of geographical information systems in biodiversity exploration and conservation. Biodiversity and Conservation 6:947-958. Jones, P. G., M.C.Sawkins , B.L.Maass and P.C.Kerridge . 1997b. GIS and genetic diversity case studies in Stylosanthes . Poster presented at XVIII International Grassland Congress, June 8-19, Winnipeg, Canada. Jones, P. G. 1987. Current availability and deficiencies data relevant to agroecological studies in the geographical area covered in IARCS. In: Bunting,A. H. (ed.) Agricultural environments: Characterisation, classification and mapping. CAB International, UK. p. 69-82. Simpson, C. and J. Starr, 2001, Registration of 'COAN' peanut, C rop Science 41(3):918 Stalker,H.T., Valls J.F.M., Pittman R.N., Simpson C.E., Bramel-Cox P. 2000.Catalog of Arachis germplasmcollections. Available at http://www.icrisat.org/text/research/grep/homepage/groundnut/arachis /start.htm. The genus Arachis consists of 69 described species, all endemic to South America, and includes the progenitors and closest wild relatives of the cultivated peanut ( Arachis hypogaea L .). Germplasmof wild peanuts is valuable as a source of traits for improving cultivated varieties, and is therefore high on the international agenda for conservation. We studied 17 species of wild peanuts from section Arachis to assess the potential impact of climate change on their distribution, and its implications for genetic resources conservation. We used results from the Hadley Centre (HadCM2 model assuming 1% greenhouse gas increase per year to the period 2040- 2069) obtained from the IPCC data distribution web site at http://ipcc-ddc.cru.uea.ac.uk. These differentials were applied to a present-day climate grid using inverse square distance weighting to inte rpolate to the grid pixel size of 10 arc minutes. We then took geo -referenced data on genebank accessions and herbarium specimens from the “Catalogue of Arachis Germplasm Collections” compiled by Stalker et al. (2000), representing the known distributions of Arachis species. These data were used in FloraMap (Jones &Gladkov, 1999) to assess the climatic envelope of each species, or its current “potential” distribution. The results were then mapped across South America, for both present-day climate and the 2040- 2069 climate scenario, to examine possible changes in distribution. Predicted distribution of species richness in wild peanuts (whole genus Arachis). A total of 2175 geo -referenced germplasm accessions and herbarium records were used to produce potential distributions of each species. These were then synthesised to give a prediction of species richness across the whole region. Hotspots are found in Mato Grosso do Sol in Brazil and in the Brazilian highlands. Unless carried downstream by moving water, migration rates of wild peanut species rarely exceed 1m per year. This means that populations are unlikely to survive unless they can adapt rapidly in situ to changing conditions. Of the 17 species studied, we found that 12 have climatic envelopes with no overlap between the present and the 2040 - 2069 distribution scenarios. An additional two show significant reductions and fragmentation of their projected distributions, while only three species can be considered stable. The projected changes in Arachis species richness across South America alters current hotspots found in Brazil - where as many as five species presently occursympatrically - to eight isolated islands of one single species. Davis et al. (1998) caution that predicting future distributions from climate envelopes is not straight-forward, but the results obtained thus far at least show us where to look for pot ential problems. It is suggested that field work be conducted to test the adaptation of some of the more highly threatened species to climates similar to those they are likely to encounter in the future in their current areas of distributio n. The implications of this analysis for both ex and in situ conservation include: Prioritisation of those species most threatened with extinction in situ due to projected climate change Identification of potentialrefugia for wild Arachis species under a changing climate (target sites for in situ conservation) Identification of presently under-conserved hotspots, which are under threat of extinction from cl imate change (for rescue efforts through ex situ seed conservation) Identification of areas showing potential for species relocation to enable long -term conservation in situ Here we see an example of the results, using the species Arachis stenosperma. The present “potential” distribution ranges across various regions of Brazil, including Acre. In 2055, this distribution has shifted exclusively to Southern Brazil. The regions of overlap in the distributions are highly fragmented, and found mainly in the Cerrados of Brazil. In fact, A. stenosperma is endemic to the Cerrados and the Atlantic Highlands. Slow migration rates mean that not all climatically suitable areas have been reached by the species, eg in Acre. The region of possible survival of known populations is reduced in the 2055 predictions. Present 2055 Overlap Change in number of stress- free days Present - 2055 Present distribution of wild peanuts in genus Arachis ABSTRACT ABSTRACT We present the results of an analysis of the possible changes in the geographic distribution of selected wild peanut species under the influence of projected climate change. A dataset of geo-referenced germplasm collections and herbarium records was used to define a climatic envelope for each species in Arachis sect. Arachis . This was then extrapolated across the whole of the South America continent usi ng a 10- minute grid of present-day climate and of predicted 2040-2069 climate (using the results of the HADCM2 model). The result ant shifts in species distributions are examined to assess the threats that climate change presents to wild peanut genetic resources in situ . Of the 17 species studied, 12 are predicted to be extinct in 2040-2069. Only three species can be considered geographically stable. The conservation implications for wild peanut genetic resources are discussed. Climate change in South America Potential impacts of climate change Distribution of wild peanut species in South America Implications for conservation Acknowledgements This research was possible thanks to the IPGRI Innovation Fund. The authors would like to acknowledge ICRISAT for use of the “Catalog of Arachis GermplasmCollection.” This dataset was painstakingly put together under the leadership of Dr Tom Stalker, thanks to funding from the Common Fund for Commodities (CFC), CENARGEN, ICRISAT and the World Bank. The term “global warming” confuses the issue of climate change, insinuating that it involves an absolute change in temperature and rainfall across the globe. In fact, it is a spatially complex phenomenon. The figures to the right highlight the spatial variation in the HADCM2 scenario for 2040 - 2069. We have calculated the number of stress-free days (Ea/Et>0.7 - discussed at length in Jones, 1987). The predicted change demonstrates that some regions may benefit from climate change (the Colombian Llanos, eastern Brazil and the Lake Titicaca region of the Bolivian Altiplano ), while most of South America sees a predicted decrease in stress free days. 2055 Present Number of stress- free days (Ea/Et>0.7) Predicted 2055 distribution of species richness in section Arachis Present distribution of species richness in section Arachis Florunner , with no root- knot nematode resistance COAN, with population density of root-knot nematodes >90% less than in Florunner Wild relative species A. batizocoi -12 germplasmaccessions A. cardenasii - 17 germplasmaccessions A. diogoi - 5 germplasm accessions Some wild Arachis species have already proved useful in peanut breeding A recent example of this is a new variety released by Simpson and Starr (2001), which incorporates germplasm from three wild relatives ( A. cardenasii, A. diogoi, A. batizocoi) to reduce infestation of root-knot nematodes by >90% over non- resistant varieties. Groundnut is on of the few crops in which nematodes reduce crop yield directly by damaging pegs, pods and seeds and indirectly by feeding on roots and weakening the plant s. On a worldwide basis, annual groundnut yield losses caused by nematodes are estimated at approximately 12%, while monetary losses are estimated at just over one billion US dollars (Sasser and Freckman, 1987). It is important to note that there are just 17 conserved accessions of A. cardenasii, five for A. diogoi and 12 for A. batizocoi. This is a clear demonstration of the importance of conserving wild relatives to respond to the ever-changing attacks of pests and diseases and needs of farmers and consumers. It is important th at germplasmcollections are sufficiently complete to anticipate these needs. Future Perspectives These results on Arachis illustrate the threat of climate change on the genetic foundation of a major food crop. It provides an imperative for concerted action to conserve germplasmof other major food crops. What is now needed is: Expand this study to other major wild crop relatives (prelimin ary studies have been made for beans and rice, but there is much to be done) Investigate the ability of species to adapt to climate change using field-based experiments Work with national programs and conservation NGOs so that spatially targeted conservation actions can be made to secure the status of these important genetic resources. Species Change in area of distribution (%) Predicted state in 2055 batizocoi -100 Extinct cardenasii -100 Extinct correntina -100 Extinct decora -100 Extinct diogoi -100 Extinct duranensis -91 Threatened glandulifera -17 Stable helodes -100 Extinct hoehnii -100 Extinct kempff-mercadoi -69 Near-Threatened kuhlmannii -100 Extinct magna -100 Extinct microsperma -100 Extinct palustris -100 Extinct praecox -100 Extinct stenosperma -86 Threatened villosa -51 Near-Threatened

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Page 1: Predicting the Impact of Climate Change on the ...ciat-library.ciat.cgiar.org/Articulos_Ciat... · Predicting the Impact of Climate Change on the Distribution of Wild Peanut Genetic

Predicting the Impact of Climate Change on the Distribution of Wild Peanut Genetic Resources

A. Jarvis1, P.G. Jones2, G. Mottram1, D.E. Williams1, L. Guarino1, M. Ferguson3

1. International Plant Genetic Resources Institute (IPGRI), Regional Office for the Americas, c/o CIAT, Cali, Colombia2. Land Use Consultant, Centro Internacional de Agricultura Tropical (CIAT)

3. International Crops Research Institute for the Semi -Arid Tropics (ICRISAT), Patancheru 502 324, Andhra Pradesh, India

FloraMap and its UsersThe Users GroupFloraMap has a users group of over 80 individuals throughout theWorld. To join the group listserver, please send a message to: [email protected] the following text in the body of the message: subscribe FloraMap <your email address>. The listserver is used to answer users questions, disseminate new information about FloraMap and as a platform forusers world- wide to exchange experiences and hints on its use.

The Web SiteFloraMap has a Web site at http://www.floramap- ciar.orgwith information on the product, examples of its use and a growing list of Freque ntly Asked Questions with their answers.The solution to your difficulties with FloraMap could be merely a few mouse clicks away.

The Importance of Wild Relatives to Secure Food Security Now, and in the Future

BibliographyDavis, A.J., Jenkinson, L.S., Lawton, J.H., Shorrocks , B. and Wood, S. 1998. Making mistakes when predicting shifts in species range in response to global warming. Nature 391:783 -786.Ferguson M.E., A. Jarvis, D. Williams, L. Guarino, H.T. Stalker,J.F.M. Valls , R.N. Pittman, C.E. Pittman, C.E. Simpson, P. Bramel-Cox, Biogeography of wild Arachis . I. Distribution and environmental

characterisation (in preparation).Jones, P. G., and A. Gladkov . 1999. FloraMap Version 1. A computer tool for predicting the d istribution of plants and other organisms in the wild. CD -ROM and Manual. Centro Internacional de Agricultura Tropical,

Cali, Colombia.Jones, P. G., N.Galwey, S.E. Beebe and J.Tohme. 1997a. The use of geographical information systems in biodiversity exploration and conservation. Biodiversity and Conservation 6:947-958.Jones, P. G., M.C.Sawkins , B.L.Maass and P.C.Kerridge . 1997b. GIS and genetic diversity case studies in Stylosanthes . Poster presented at XVIII International Grassland Congress, June 8-19, Winnipeg, Canada.Jones, P. G. 1987. Current availability and deficiencies data relevant to agroecological studies in the geographical area covered in IARCS. In: Bunting,A. H. (ed.) Agricultural environments: Characterisation,

classification and mapping. CAB International, UK. p. 69-82. Simpson, C. and J. Starr, 2001, Registration of 'COAN' peanut, C rop Science 41(3):918Stalker, H.T., Valls J.F.M., Pittman R.N., Simpson C.E., Bramel-Cox P. 2000.Catalog of Arachis germplasmcollections. Available at http://www.icrisat.org/text/research/grep/homepage/groundnut/arachis /start.htm.

The genus Arachis consists of 69 described species, all endemic to South America, and includes the progenitors and closest wild relatives of the cultivated peanut (Arachis hypogaea L.). Germplasmof wild peanuts is valuable as a source of traits for improving cultivated varieties, and is therefore high on the international agenda for conservation. We studied 17 species of wild peanuts from section Arachis to assess the potential impact of climate change on their distribution, and its implications for genetic resources conservation.

We used results from the Hadley Centre (HadCM2 model assuming 1% greenhouse gas increase per year to the period 2040-2069) obtained from the IPCC data distribution web site at http://ipcc-ddc.cru.uea.ac.uk. These differentials were applied to a present-day climate grid using inverse square distance weighting to interpolate to the grid pixel size of 10 arc minutes.

We then took geo -referenced data on genebank accessions and herbarium specimens from the “Catalogue of ArachisGermplasm Collections” compiled by Stalker et al. (2000), representing the known distributions of Arachis species. These data were used in FloraMap (Jones &Gladkov, 1999) to assess the climatic envelope of each species, or its current “potential” distribution. The results were then mapped across South America, for both present-day climate and the 2040-2069 climate scenario, to examine possible changes in distribution.

Predicted distribution of species richness in wild peanuts (whole genus Arachis). A total of 2175 geo -referenced germplasmaccessions and herbarium records were used to produce potential distributions of each species. These were then synthesised to give a prediction of species richness across the whole region. Hotspots are found in Mato Grosso do Sol in Brazil and in the Brazilian highlands.

Unless carried downstream by moving water, migration rates of wild peanut species rarely exceed 1m per year. This means that populations are unlikely to survive unless they can adapt rapidly in situ to changing conditions.

Of the 17 species studied, we found that 12 have climatic envelopes with no overlap between the present and the 2040-2069 distribution scenarios. An additional two show significant reductions and fragmentation of their projected distributions, while only three species can be considered stable. The projected changes inArachis species richness across South America alters current hotspots found in Brazil -where as many as five species presently occursympatrically - to eight isolated islands of one single species.

Davis et al. (1998) caution that predicting future distributions from climate envelopes is not straight-forward, but the results obtained thus far at least show us where to look for potential problems. It is suggested that field work be conducted to test the adaptation of some of the more highly threatened species to climates similar to those they are likely to encounter in the future in their current areas of distribution.

The implications of this analysis for both ex and in situ conservation include:• Prioritisation of those species most threatened with extinction in situ due to projected climate change• Identification of potential refugia for wildArachis species under a changing climate (target sites for in situ

conservation)• Identification of presently under-conserved hotspots, which are under threat of extinction from cl imate change (for

rescue efforts through ex situ seed conservation)• Identification of areas showing potential for species relocation to enable long-term conservation in situ

Here we see an example of the results, using the species Arachis stenosperma. The present “potential” distribution ranges across various regions of Brazil, including Acre. In 2055, this distribution has shifted exclusively to Southern Brazil. The regions of overlap in the distributions are highly fragmented, and found mainly in the Cerrados of Brazil.

In fact, A. stenosperma is endemic to the Cerrados and the Atlantic Highlands. Slow migration rates mean that not all climatically suitable areas have been reached by the species, eg in Acre. The region of possible survival of known populations is reduced in the 2055 predictions.

Present 2055 Overlap

Change in number of stress-

free days

Present - 2055

Present distribution of wild peanuts in genus Arachis

ABSTRACTABSTRACTWe present the results of an analysis of the possible changes in the geographic distribution of selected wild peanut

species under the influence of projected climate change. A dataset of geo-referenced germplasmcollections and herbarium records was used to define a climatic envelope for each species in Arachis sect. Arachis. This was then

extrapolated across the whole of the South America continent usi ng a 10- minute grid of present -day climate and of predicted 2040-2069 climate (using the results of the HADCM2 model). The result ant shifts in species distributions are examined to assess the threats that climate change presents to wild peanut genetic resources in situ. Of the 17 species studied, 12 are predicted to be extinct in 2040-2069. Only three species can be considered geographically

stable. The conservation implications for wild peanut genetic resources are discussed.

Climate change in South America

Potential impacts of climate change

Distribution of wild peanut species in South America

Implications for conservation

AcknowledgementsThis research was possible thanks to the IPGRI

Innovation Fund. The authors would like to acknowledge ICRISAT for use of the “Catalog of

Arachis GermplasmCollection.” This dataset was painstakingly put together under the leadership of Dr

Tom Stalker, thanks to funding from the Common Fund for Commodities (CFC), CENARGEN, ICRISAT

and the World Bank.

The term “global warming” confuses the issue of climate change, insinuating that it involves an absolute change in temperature and rainfall across the globe. In fact, it is a spatially complex phenomenon. The figures to the right highlight the spatial variation in the HADCM2 scenario for 2040-2069.

We have calculated the number of stress-free days (Ea/Et>0.7 -discussed at length in Jones, 1987). The predicted change demonstrates that some regions may benefit from climate change (the Colombian Llanos, eastern Brazil and the Lake Titicaca region of the Bolivian Altiplano), while most of South America sees a predicted decrease in stress free days.

2055Present

Number of stress-free days

(Ea/Et>0.7)

Predicted 2055 distribution of species richness in section Arachis

Present distribution of species richness in section Arachis

Florunner , with no root-knot nematode resistance

COAN, with population density of root-knot nematodes >90% less than in Florunner

Wild relative species

A. batizocoi - 12 germplasmaccessions

A. cardenasii - 17 germplasmaccessions

A. diogoi - 5 germplasm accessions

Some wild Arachis species have already proved useful in peanut breeding A recent example of this is a new variety released by Simpson and Starr (2001), which incorporates germplasm from three wild relatives (A. cardenasii, A. diogoi, A. batizocoi) to reduce infestation of root-knot nematodes by >90% over non-resistant varieties. Groundnut is on of the few crops in which nematodes reduce crop yield directly by damaging pegs, pods and seeds and indirectly by feeding on roots and weakening the plants. On a worldwide basis, annual groundnut yield losses caused by nematodes are estimated at approximately 12%, while monetary losses are estimated at just over one billion US dollars (Sasser andFreckman, 1987).

It is important to note that there are just 17 conserved accessions of A. cardenasii, five for A. diogoiand 12 for A. batizocoi. This is a clear demonstration of the importance of conserving wild relatives to respond to the ever-changing attacks of pests and diseases and needs of farmers and consumers. It is important that germplasmcollections are sufficiently complete to anticipate these needs.

Future Perspectives

These results on Arachis illustrate the threat of climate change on the genetic foundation of a major food crop. It provides an imperative for concerted action to conserve germplasmof other major food crops. What is now needed is:

• Expand this study to other major wild crop relatives (preliminary studies have been made for beans and rice, but there is much to be done)

• Investigate the ability of species to adapt to climate change using field-based experiments

• Work with national programs and conservation NGOs so that spatially targeted conservation actions can be made to secure the status of these important genetic resources.

SpeciesChange in area

of distribution (%)Predicted state

in 2055

batizocoi -100 Extinctcardenasii -100 Extinctcorrentina -100 Extinctdecora -100 Extinctdiogoi -100 Extinctduranensis -91 Threatenedglandulifera -17 Stablehelodes -100 Extincthoehnii -100 Extinctkempff-mercadoi -69 Near-Threatenedkuhlmannii -100 Extinctmagna -100 Extinctmicrosperma -100 Extinctpalustris -100 Extinctpraecox -100 Extinctstenosperma -86 Threatenedvillosa -51 Near-Threatened