crop science<p>!!! NEW DATASET !!!</p><p>The Field Phenotyping Platform 1.0 is now available - a massive open dataset for winter <a href="https://scicomm.xyz/tags/wheat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wheat</span></a> research combining imaging, trait, environmental & genetic data!</p><p>📊 What's included:</p><p>- 4,000+ wheat plots across 6 years <br>- 153,000+ high-resolution aligned images <br>- 8 key traits: canopy cover, plant height, head counts, senescence, heading date, yield & protein content <br>- Genetic markers + environmental data <br>- Time-series format perfect for modeling</p><p>🎯 What it can be used for:</p><p>- <a href="https://scicomm.xyz/tags/CropModeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CropModeling</span></a> & phenotyping method development <br>- Genotype-environment interaction studies <br>- Growth dynamics analysis <br>- <a href="https://scicomm.xyz/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> applications in agriculture<br>- Genomic prediction research</p><p>This comprehensive resource bridges <a href="https://scicomm.xyz/tags/PlantScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PlantScience</span></a> and <a href="https://scicomm.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> communities, accelerating research in climate-adaptive agriculture 🌱</p><p>Open access paper: <a href="https://doi.org/10.1093/gigascience/giaf051" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1093/gigascience/gi</span><span class="invisible">af051</span></a></p><p><a href="https://scicomm.xyz/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://scicomm.xyz/tags/Agriculture" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Agriculture</span></a> <a href="https://scicomm.xyz/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://scicomm.xyz/tags/ClimateChange" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateChange</span></a> <a href="https://scicomm.xyz/tags/CropImprovement" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CropImprovement</span></a> <a href="https://scicomm.xyz/tags/Phenotyping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Phenotyping</span></a> <a href="https://scicomm.xyz/tags/OpenData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenData</span></a></p>
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#phenotyping
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Donald Hobern<p>Readvertising a <a href="https://scicomm.xyz/tags/vacancy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vacancy</span></a> for a <a href="https://scicomm.xyz/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://scicomm.xyz/tags/SoftwareDeveloper" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SoftwareDeveloper</span></a> with the right to work in <a href="https://scicomm.xyz/tags/Australia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Australia</span></a> and experience in setting up <a href="https://scicomm.xyz/tags/S3" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>S3</span></a> storage for use as a research <a href="https://scicomm.xyz/tags/DataRepository" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataRepository</span></a>.</p><p><a href="https://careers.adelaide.edu.au/cw/en/job/516522/appn-software-engineer-repository-services" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">careers.adelaide.edu.au/cw/en/</span><span class="invisible">job/516522/appn-software-engineer-repository-services</span></a> </p><p>The role will include responsibility to set up and manage the storage, including interfaces to upload packaged datasets and metadata and landing pages for data access. This is a core component in our <a href="https://scicomm.xyz/tags/FAIR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FAIR</span></a> <a href="https://scicomm.xyz/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> pipeline for <a href="https://scicomm.xyz/tags/plant" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>plant</span></a> <a href="https://scicomm.xyz/tags/phenotyping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phenotyping</span></a> data.</p>
Donald Hobern<p>The Australian National University in <a href="https://scicomm.xyz/tags/Canberra" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Canberra</span></a> is advertising a position for a Data Lead to help deliver <a href="https://scicomm.xyz/tags/FAIR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FAIR</span></a> <a href="https://scicomm.xyz/tags/metadata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metadata</span></a> and <a href="https://scicomm.xyz/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> from their Australian <a href="https://scicomm.xyz/tags/Plant" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Plant</span></a> <a href="https://scicomm.xyz/tags/Phenotyping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Phenotyping</span></a> <a href="https://scicomm.xyz/tags/Network" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Network</span></a> node. They grow (mainly crop) plants under controlled conditions, measuring <a href="https://scicomm.xyz/tags/environment" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>environment</span></a> and imaging the plants, then process the imagery to derive <a href="https://scicomm.xyz/tags/trait" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trait</span></a> data to support research. Data from all stages needs to be organised for long-term reuse and interoperability.</p><p><a href="https://jobs.anu.edu.au/jobs/data-lead-canberra-act-act-australia" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jobs.anu.edu.au/jobs/data-lead</span><span class="invisible">-canberra-act-act-australia</span></a></p>
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