- 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.
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.
Brainfood: Amazon Neolithic double, Bean fixation, Maize stress, Collecting wild Musa, Bananas from space, Eleusine, Dioscorea, Genomics tool, Clover breeding, Red Data plus, Seed viability, Sustainable coffee, Camel conservation, Ryegrass diversity
- Archaeological expansions in tropical South America during the late Holocene: Assessing the role of demic diffusion. Some agricultural diffusion in lowland South America was the movement of ideas rather than people.
- The origins of Amazonian landscapes: Plant cultivation, domestication and the spread of food production in tropical South America. Where did the farming people and/or ideas move from? The sub-Andean montane forest of NW South America and the shrub savannahs and seasonal forests of SW Amazonia.
- Genetic Diversity, Nitrogen Fixation, and Water Use Efficiency in a Panel of Honduran Common Bean (Phaseolus vulgaris L.) Landraces and Modern Genotypes. Landraces showed better N fixation, but lower yields, than modern varieties.
- Maize genotypes with deep root systems tolerate salt stress better than those with shallow root systems during early growth. Ok, but? There’s always a but.
- Challenges for Ex Situ Conservation of Wild Bananas: Seeds Collected in Papua New Guinea Have Variable Levels of Desiccation Tolerance. Avoid the basal end of the infructescence. Among other things.
- Detection of banana plants and their major diseases through aerial images and machine learning methods: A case study in DR Congo and Republic of Benin. Yeah but can you apply it to collecting the wild relatives?
- Genetic and genomic resources for finger millet improvement: opportunities for advancing climate-smart agriculture. No way this can be called neglected any longer. But is it still under-utilized?
- Genotyping-by-Sequencing to Unlock Genetic Diversity and Population Structure in White Yam (Dioscorea rotundata Poir.). More landrace variation within countries than among.
- BRIDGE – A Visual Analytics Web Tool for Barley Genebank Genomics. Do white yam next?
- Pedigree analysis of pre-breeding efforts in Trifolium spp. germplasm in New Zealand. Not a huge number of parents have been used, but reasonable diversity in most species.
- Pleistocene climate changes, and not agricultural spread, accounts for range expansion and admixture in the dominant grassland species Lolium perenne L. Lots more unused diversity out there. For now.
- IUCN Red List and the value of integrating genetics. Applying some genetic rules of thumb make some endangered species even more so.
- Variation in Seed Metabolites between Two Indica Rice Accessions Differing in Seed Longevity. Candidate biochemical indicators of impending seed death detected.
- Sustainability strategies by companies in the global coffee sector. They are close to non-existent.
- Camel Genetic Resources Conservation through Tourism: A Key Sociocultural Approach of Camelback Leisure Riding. Camel rides could be used for conservation, but they’ll have to deliver more than just conservation.
Nibbles: Community seedbanks, Old ag, ICRAF resources, Pests & diseases, Archaeobotany, Oz seeds, Pakistani camels
- The future is community seedbanks.
- The past was crop mixtures. Among other things: two-year-old reviews of books on 18th century agriculture re-upped.
- The future is trees. But they need help, hence these resources.
- Australia looks to native tree seeds for its future. No help needed.
- There will probably be a crop pandemic in the future. There have certainly been ones in the past. Even the recent past. Though plant pathogens do have their uses.
- Turkish government seizes seized seeds from the past.
- The future of swimming camels is uncertain.
Brainfood: Dietary diversity, Farm diversity double, Neolithic dairy, Exotic breeds, Yam viruses, Cassava GWAS, Satellite phenotyping, Forest restoration & disturbance, Genetic rescue, Budwood cryo, SP cryo, Dry grasslands, Botanical gardens, Remote sensing
- Agricultural Food Production Diversity and Dietary Diversity among Female Small Holder Farmers in a Region of the Ecuadorian Andes Experiencing Nutrition Transition. Higher diversity of crops on family farms is only weakly associated with greater dietary diversity and lower household food insecurity among female caretakers. Better than nothing, though, right?
- Productive Capacity of Biodiversity: Crop Diversity and Permanent Grasslands in Northwestern France. Having a bigger percentage of permanent grassland on your French farm, or a greater diversity of crops, can increase cereal and milk yields. No word on diets.
- The influence of landscape composition and configuration on crop yield resilience. No effect on yield per se (see above), but proximity to semi-natural habitat does increase yield stability in UK farms.
- Living off the land: Terrestrial-based diet and dairying in the farming communities of the Neolithic Balkans. Ancient farmers had a varied diet, but possibly not involving consumption of raw milk, at least by adults.
- Food securers or invasive aliens? Trends and consequences of non-native livestock introgression in developing countries. In 40 countries, the proportion of livestock populations belonging to local breeds has been decreasing by about 1% a year for the past 20 years. Hey, but milk yield per cow has been going up, so there’s that.
- Potentials of Cultivated Varieties and Wild Yam Seeds as Efficient Alternative Plant Genetic Resources for Resistant Genotypes against Yam Mosaic Virus (YMV) in Togo. Work with seeds! But were they properly inoculated? Hopefully a virologist will tell us.
- Genome-wide association analysis reveals new insights into the genetic architecture of defensive, agro-morphological and quality-related traits in cassava. Lots of interesting markers for cassava breeders, or at least those working with material from W Africa. Do it for yams next?
- High-resolution satellite imagery applications in crop phenotyping: An overview. Clouds, you say? Not a problem any more. But can it distinguish landraces from modern varieties? What’s needed is a sort of mutant algorithm, I guess.
- Crop type identification and spatial mapping using Sentinel-2 satellite data with focus on field-level information. Still some way from being able to distinguish landraces from modern varieties, I see.
- Global forest restoration and the importance of prioritizing local communities. I’m shocked I tell you, shocked.
- Protection gaps and restoration opportunities for primary forests in Europe. A lot of restoration could usefully be done in currently protected areas, though it would be better if these were expanded. No word on local communities.
- Mapping the forest disturbance regimes of Europe. I guess this means that restoration, when it happens, will be monitored from space.
- Genetic rescue: A critique of the evidence supports maximizing genetic diversity rather than minimizing the introduction of putatively harmful genetic variation. When you do do restoration, don’t worry about genetic pollution, just go for as much diversity as possible. Well, for small relict populations. Of animals.
- Considerations for large-scale implementation of dormant budwood cryopreservation. It’s about the logistics.
- Development of a fast and user-friendly cryopreservation protocol for sweet potato genetic resources. It’s the axillary meristems. Among other things.
- The human–environment nexus and vegetation–rainfall sensitivity in tropical drylands. Dryland grasslands in Africa and Asia less able to respond to water availability overall, more able in Australia and S America, evens stevens in N America. Would be interesting to mash up particularly hard-hit areas with CWR and forage germplasm collecting localities.
- Botanic garden solutions to the plant extinction crisis. Expertise, tools, facilities, and networks are there. You know what’s missing, right?