- Guidelines and best practices for the scientific use of global iNaturalist data. Citizen scientists have generated an enormous photographic record of biodiversity, but turning those observations into reliable scientific data requires some care. Here’s some practical guidance on accessing and using iNaturalist records and images, addressing taxonomic uncertainty, geoprivacy, observer bias, attribution and reproducibility.
- Mapping the spatial extent of agroforestry lands across Africa by characterizing tree spatial arrangements. Moving from individual biodiversity observations to the landscape, this study uses remote sensing to identify agroforestry across Africa by looking at the spatial arrangement of trees.
- AI tool for mapping smallholder crops proves itself in Senegal. Once we know where trees and agricultural landscapes are, the next question is what is actually being grown. Here researchers use Tessera, an open-source AI model trained on satellite imagery, to identify different crops in smallholder systems, achieving 84% accuracy while requiring considerably less computing power and labelled training data than other approaches.
- National Mapping of Monoculture and Intercropped Maize via Phenology-Assisted Sampling: Application in Kenya. Mapping crops is one thing; distinguishing how they are grown is another. This study distinguished intercropped from monocropped maize in smallholder farming systems, using satellite time series and phenological information to generate training samples for machine-learning classification.
- Smartphone-based proximal sensing as an accessible platform for improved physiological phenotyping. From mapping whole agricultural landscapes we move to the research station, and from satellites to smartphones. Using a smartphone to capture repeated images of plants in cowpea plots generated high-resolution time series, from which could be extracted information on vegetative growth, flowering and pod production.
- Determination of dry bean physiological maturity from UAS RGB time series using a stacking ensemble of color-derived spectral features. The cowpea study shows what can be extracted from repeated close-range images of individual plants. Here the emphasis shifts to using drone-mounted cameras to estimate a specific breeding trait: physiological maturity in dry beans. Combining colour-based indicators with time-series features and machine learning achieved a prediction error of only 2.68 days.
- Multi-scale spatial-temporal remote sensing fusion for phenology identification in rice germplasm resources. If maturity can be estimated from drone imagery in dry beans, can similar approaches monitor hundreds of different rice genotypes in a breeding collection? Apparently yes, by combining frequent medium-resolution images with less frequent high-resolution UAV imagery.
- Digitalization of the genotypic and phenotypic information retained within the FEM grapevine germplasm bank. We end where phenotyping meets conservation. The Fondazione Edmund Mach grapevine collection brings together more than 3,000 accessions, with genetic identity assessed using microsatellite markers and phenotypic characterisation covering vine development, ampelographic traits and responses to biotic stresses. The paper describes the digitisation of this information in FEMVitisDB, a FAIR-compliant database with links to international data infrastructures. And not a drone in sight. Yet
Brainfood: Ancient Madagascar cattle, American bison, Tibetan yaks, Korean silkworms, European cattle genomic selection, Slovenian cattle footprint, Nigerian ponds, African swine fever in Asia
- Past rapid spread of introduced livestock coincided with vegetation clearance on Madagascar. Ancient sheep, goat and cattle bones show livestock racing across the island about 1,200 years ago, in step with forest clearance and the loss of elephant birds and pygmy hippos. People had arrived long before, so hunting alone is an insufficient culprit. Also I can’t imagine pygmy hippos being all that nice to eat.
- Paleogenomic insight into the collapse, recovery, and management of American bison. 115 ancient and 45 modern genomes show that past bison populations were widely connected, which means that today’s herds, while more fragmented, retain more diversity than was feared. Also, many modern bison lack the cattle ancestry long assumed to be ubiquitous, but wood bison do carry plains bison ancestry from 1920s translocations. So, swings and roundabouts.
- Whole-genome resequencing reveals genetic diversity, population structure, and selection signatures in tibetan yak. Three recently recognised Xizang populations (Chawula, Jila and Niangya) prove genetically richer than many others and cluster with Yushu and wild yak. Selection signals turn up at coat colour genes such as MC1R and at candidates for meat production. Has anyone done selection signals in bison?
- Selection of a phenotypic and functional core set for South Korean silkworm genetic resources, Bombyx mori (Lepidoptera: Bombycidae). A core set is distilled from a larger collection on multiple morphological, physiological and quality criteria, a manageable shortlist so the genebank’s holdings can be more easily used rather than merely admired. What would a core collection for the bison look like, I wonder?
- Impact of genomic selection on genetic diversity in 5 local European cattle breeds. Genomic selection uses DNA information from across an animal’s genome to predict its breeding value, allowing breeders to select animals likely to pass desirable traits to their offspring earlier and more accurately than relying on observed characteristics or pedigree alone. But can it be bad for genetic diversity if applied to a small local breed? Well, it shortened sire generation intervals and evened out top-sire contributions, but inbreeding rose in two breeds and fell in three. Genetic management mattered more than genomic selection, so the lesson is to monitor, and adjust as needed. Possibly relevant to the bison?
- Adoption of support tools for biodiversity conservation: a mixed-methods analysis of ecosystem services awareness among Slovenian cattle farmers. Livestock farmers who are younger and with more positive attitudes to biodiversity and the European Green Deal are more likely to adopt biodiversity-supporting practices. Knowing this could have saved many pigmy hippos 1,200 years ago in Madagascar.
- A national fish pond dataset for Nigeria generated using automated detection and segmentation. A segmentation model run over imagery, with a Random Forest classifier filtering the candidates, yields an openly released map of aquaculture production that was previously hard to see, let alone manage.
- Pathways to recover Asian wild pigs from African swine fever. Since 2018 the virus has caused huge mortality in naive wild pig populations, and the authors set out eight priority actions, with early-warning surveillance, captive breeding and emergency financing the ones that can’t wait. Free-ranging domestic pigs and thin biosecurity at the wildlife-livestock interface keep kind of bring us back to where we began on Madagascar.
Brainfood: WorldCuP, Crop origins, Abrahamic plants, UK landraces double, Ex situ change, Santorini vineyards, Apulian olives
- WorldCuP: A database of checklists documenting the World’s Cultivated Plants and their distributions. Cool new database records 1,444,325 occurrences representing 91,358 accepted cultivated plant species across 2,718 regions in 156 countries. Geographic coverage is extensive but uneven, with notable gaps in parts of Africa, southwest and central Asia, and Oceania. Most of the taxa recorded are not in existing major crop and useful-plant databases.
- Integrating multiple disciplines to locate the origins of domestication of crops. Combining evidence from botany, biogeography, genetics, archaeology, linguistics, and history overturns the traditional Mesoamerican hypothesis for cacao origins, supporting domestication in western Amazonia, probably involving multiple events. Peach palm’s domestication is best placed in southwestern Amazonia. Cupuaçu remains unresolved. Now for the other 91,355 species.
- Plant Species Mentioned in Abrahamic Scriptures: Implications for Biodiversity and Traditional Agriculture and Horticulture. Olive, grapevine and fig, together with cereals such as wheat and barley, occur prominently across the three scriptural traditions examined, while date palm is particularly prominent in the Qur’an. Not clear whether scriptures qualify as checklists.
- Crop landrace conservation, status, challenges and motivations in Great Britain. A national inventory (checklist even) identifies 566 landrace populations maintained on farms by 197 growers, alongside 1,876 British-origin genebank accessions, representing a total of 1,201 distinct landraces. Cereal and vegetable landrace cultivation has gone up since 2004, but forage diversity is increasingly threatened. Climate change, labour shortages and lower yields are the main challenges reported by growers.
- An inventory, threat and conservation assessment of UK wheat landrace diversity. The UK currently has 27 wheat landrace varieties growing on more than 700 hectares, an increase in both variety numbers and cultivated area since 2009. Interviews with 50 farmers identify insufficient market demand and limited seed availability as key constraints. So, not climate change, labour shortages and lower yields.
- Strong differentiation between source and ex situ populations of rare plant species revealed by next-generation sequencing. Across four rare plant species, ex situ populations showed significant genetic differentiation from their wild sources despite only one generation in cultivation, while overall genetic diversity and inbreeding did not differ significantly. Unrepresentative seed collection, unconscious selection during propagation or genetic drift could explain the differences. Something to test on all those British landraces, labour permitting?
- Rethinking the vineyard of Santorini in a changing climate and preserving an historic wine region. Recommends a staged transition from vineyard recovery to ecological regeneration, prioritising soil organic matter, drought management and indigenous grapevine diversity. Sounds like lots of labour will be needed.
- Conservation dilemmas: Xylella fastidiosa and the future(s) of olive farming. In Puglia, disease management is pushing olive farming towards competing futures: intensive, mechanised production vs the preservation of ancient trees as cultural landscapes. The fate of traditional groves depends less on technical disease solutions than on whether markets, subsidies and labour arrangements make their continued care economically viable. Well that doesn’t sound promising. Maybe try prayer?
Brainfood: Nutrition edition
- Role of indigenous foods in addressing malnutrition and diet-related diseases in Africa: a systematic review. Traditional foods contribute to dietary diversity, micronutrient intake and food security. Nutrition policy should pay more attention to what people used to eat.
- Regenerative agriculture for dietary diversity and food security in Zambia. Soil-focused regenerative practices are associated with more diverse diets, through a mixture of production, income and market effects. Soil health has a dietary dimension.
- The Relationship among Food Environment Types, Diet, and Nutrition Outcomes in Women, Children, and Adolescents from Low- and Lower-Middle Income Countries. What surrounds people matters as much as what they grow: food environments influence dietary diversity and nutrition in complicated ways, but access to wild foods is usually a good thing.
- Allele-specific expression reveals complex regulatory divergence underlying fruit phenotypic differences between cultivated and wild tomato species. Wild tomato relatives harbour genetic variation for sugars, volatiles and other flavour traits that domestication left behind. A reminder that “improvement” can be a process of subtraction. Not nutrition you say? I bet flavour is connected with nutrition — in complicated ways.
- Large-scale phenotyping and multi-trait selection identify low-methane Napier grass accessions under contrasting environmental conditions. Napier grass accessions differ substantially in methane yield, digestibility and other traits. Feed diversity could help reduce livestock emissions without sacrificing everything else. Cows need better nutrition too.
Brainfood: From data to action
- A three-decade-long analysis shows rising threatened species and responsibility gaps in global supply chains. Data says that we must make responsibility for biodiversity traceable from production to final demand.
- Development of an evidence-based integrated germplasm prioritization framework for conservation and breeding. Data says: here’s how to extract some defensible conservation and breeding priorities from this large collection.
- A methodological framework for the standardised evaluation of olive genetic resources: GEN4OLIVE harmonized protocols. Data says that we should standardise phenotyping across countries to make olive germplasm more useful in breeding.
- High-throughput phenotyping of Bambara groundnut [Vigna subterranea (L.) Verdc.] seed morphometrics using videometer. Data says that we should use multispectral imaging to really speed up seed characterization and breeding in Bambara groundnut.
- Predicting the cross-continental spread of the cassava brown streak disease epidemic in sub-Saharan Africa. Data says that we must strengthen surveillance and delivery systems for clean planting material before cassava brown streak disease reaches Nigeria.
- The Sustainability of Robusta Coffee Under Global Change—A Review. Data says that we must match robusta production to genuinely suitable environments, plus invest in lower-input cultivation and alternative coffee species.
- Borassus Akeassii Facing Societal and Environmental Challenges: Case Study of the Gouin Society of Southwestern Burkina Faso. Data says that we need to conserve this multipurpose palm once central to Gouin livelihoods together with the local knowledge and practices that make it useful.