- Image-Based Goat Breed Identification and Localization Using Deep Learning. Fancy maths can identify goat breeds from photos. Ok, cool, now what?
- AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery. Fancy math can often identify common flowers on Flickr. Ok, cool, now what?
- FoodMine: Exploring Food Contents in Scientific Literature. Fancy maths can trawl the literature to pick out the chemical components of different foods. Ok, cool, I guess, now what?
- Cultural and linguistic diversities are underappreciated pillars of biodiversity. Well, yeah. But now what?
- Global priority areas for ecosystem restoration. Fancy maths says restoring 15% of converted lands in identified priority areas could avoid 60% of expected extinctions while sequestering 30% of the total CO2 increase in the atmosphere since the Industrial Revolution. Cool, now what?
- An unexpectedly large count of trees in the West African Sahara and Sahel. Wait, does that mean some of the above won’t be necessary?
- Cost and affordability of nutritious diets at retail prices: Evidence from 177 countries. Fancy maths shows that nutritious diets are almost 3 times as expensive as diets supplying basic energy needs, and costs increase with remoteness. Ok, cool, now what?
- Phylogenetic inference enables reconstruction of a long-overlooked outbreak of almond leaf scorch disease (Xylella fastidiosa) in Europe. The olive plague started on almonds. Ok, now what though?
- Genome-wide association study in accessions of the mini-core collection of mungbean (Vigna radiata) from the World Vegetable Gene Bank (Taiwan). Genotyping, phenotyping and fancy maths find that mungbean could grow in temperate conditions. Ok, cool, now what?
- Enhancing the searchability, breeding utility, and efficient management of germplasm accessions in the USDA−ARS rice collection. Genotyping and fancy maths can improve genebank management. Well, yeah, but now what? No, wait, we know exactly now what: digital genebanks!
- Ok, that was a bit of fun, but the important point is that research, no matter how cool, is only the beginning.
Genebanks and “no regrets” options
One of the reasons I haven’t been very active on here for the past couple of weeks is that I’ve been busy at work with a little thing called the Chatham House Dialogue on “Crop Diversity for Challenging Times: the Role of Genebanks in Sustainable Development.”
The Chatham House Dialogue comprised three separate sessions that aimed to build a vision of how genebanks can play a fuller and more effective role in helping agriculture meet future challenges. Special attention was paid to the evolving role of the international genebanks managed by the CGIAR. The key findings and recommendations of the dialogue were written up as a brief statement and, together with background documents prepared for the Dialogue, were used as the basis for a System level review of CGIAR genebank costs and operations (GCO review).
It’s all described on the website of the CGIAR Genebank Platform. There you’ll find the background papers, presentations, a brief personal summary by your truly, and videos of some of the participants.
The bottom line?
In these circumstances, indeed, conserving crop diversity is the ultimate option to ensure “no regrets.” If it is useful in good times, it is absolutely essential under TUNA ((That is, characterized by turbulence, uncertainty, novelty and ambiguity.)) conditions. The participants could not envisage any future scenario, at whatever scale, in whatever part of the world, in which agriculture’s need for crop diversity—whether intra- or inter-specific—was likely to decrease. There will be changes in the nature of the demand, for sure, but not an absolute decrease. Countries, institutes and people are in fact likely to become ever more interdependent for crop diversity, and not only because of climate change, but also because of changes in pests and diseases, in consumer demand, and in trade, to name just a few major drivers. Interdependence requires shared governance and trust, which led to a plea from one participant that researchers become more politically active.
Seed production in times of climate change
Interested? It’s the topic of an online symposium planned for 9-11 March 2021. Details on the IPK website.
Brainfood: CGIAR genebanks, Sweet potato heat, Rice breeding, CWR gap trifecta, PES, Wild potatoes, Wild olives, Rare olives, Cryo veggies, Broccoli diversity, Crop switching, Cattle diversity, IK
- Germplasm Acquisition and Distribution by CGIAR Genebanks. A lot of stuff going in, a lot of stuff coming out, to everyone’s benefit. 35 years of data, with special focus on the last 10.
- Intraspecific diversity as a reservoir for heat-stress tolerance in sweet potato. 132 out of 1973 accessions tolerant of heat, though in different ways. A prime example of the above benefits.
- Identification and characterization of high‐yielding, short‐duration rice genotypes for tropical Asia. Short-duration varieties will need to be a bit taller and leafier to yield more. Another example of the above benefits.
- Modelled distributions and conservation priorities of wild sorghums (Sorghum Moench). More stuff needs to go into the above genebanks, though, for example from N. Australia.
- Ex situ and in situ conservation gap analysis of crop wild relative diversity in the Fertile Crescent of the Middle East. Same from the Fertile Crescent.
- In situ and ex situ conservation gap analyses of crop wild relatives from Malawi. And not just the above genebanks either.
- The Potential of Payment for Ecosystem Services for Crop Wild Relative Conservation. Ok, we have the gaps (see above), and now here we have the method. What’s stopping us?
- Assessing under-Estimation of Genetic Diversity within Wild Potato (Solanum) Species Populations. Wild diploid species more diverse than previously thought. So providing more ecosystem services?
- Genetic diversity and differentiation of Olea europaea subsp. cuspidata (Wall. & G.Don) Cif. in the Hajar Mountains of Oman. No word on the ecosystem services being provided.
- The investigation of minor and rare Tunisian olive cultivars to enrich and diversify the olive genetic resources of the country. Rare + minor doesn’t mean bad. But maybe an influx of Omani genes would help?
- Biobanking of vegetable genetic resources by in vitro conservation and cryopreservation. Yes, even for vegetables.
- From landrace to modern hybrid broccoli: the genomic and morphological domestication syndrome within a diverse B. oleracea collection. Four subpopulations: Calabrese broccoli landraces, hybrids, sprouting broccoli, and violet cauliflower. Diversity in modern varieties decreasing with time.
- Crop switching reduces agricultural losses from climate change in the United States by half under RCP 8.5. But it will have to be a lot of switching. Hopefully out of broccoli.
- The mosaic genome of indigenous African cattle as a unique genetic resource for African pastoralism. An influx of zebu genes about a thousand years ago is responsible for the success of African pastoralism.
- Protection of traditional agricultural knowledge and rethinking agricultural research from farmers’ perspective: A case from Turkey. Against power imbalances the gods themselves contend in vain.
Biodiversity Information System for Europe loses genebanks?
The Biodiversity Information System for Europe is a partnership between the European Commission and the European Environment Agency. It seems to have recently updated its website. Or at least that’s the impression I got from a recent tweet, so I checked it out. There’s no search function on the site, but some rapid browsing could not turn up any references to genebanks or agricultural biodiversity. So I googled “genebanks in:biodiversity.europa.eu” and I got a hit on a page that is no longer on the site. WayBackMachine turns up a 2016 version with some basic information on genetic resources for food and agriculture, including genebanks, that seems to have disappeared in the interim. Maybe the Biodiversity Information System for Europe has decided to focus on in situ conservation only? It seems a pity, if true.