<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-06-03T15:52:43Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/F0DBD34F-0C56-4606-B596-D1EEF12F6089" ns1:id="F0DBD34F-0C56-4606-B596-D1EEF12F6089"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/A4F87E9F-7660-4249-A955-DCB3B11404BF" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/36CF7889-E51D-49D8-AFBF-6BAA7E703B57" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/14540D04-39D2-41A5-9648-30619010C1AD" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/36CF7889-E51D-49D8-AFBF-6BAA7E703B57" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/5C41CBF2-F125-493B-8ED7-554B42F6DFE2" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/787ECD0D-67D4-4523-A7A6-096EB57232F4" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2018-10-31T00:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/9211F9F8-954C-428A-ACDA-89D2F1CBEF36" ns1:rel="FUND" ns1:start="2014-07-31T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">101821</ns2:identifier></ns2:identifiers><ns2:title>Improved risk prediction for precision agriculture: automated monitoring of pathogen movement</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Collaborative R&amp;D</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>National survey data show fungicide use on wheat continues to increase despite fluctuations in disease pressure, reaching a 30 year high in 2012 (Defra). Septoria tritici is the most significant foliar disease in UK wheat causing between &amp;pound;43 to 53M in yield losses annually; control is by fungicide application costing &amp;pound;82M annually (GFK Kynetec 2013). Yellow and brown rust are more sporadic but cause significant losses in bad years; control relies on preventative spraying. This cross-disciplinary project proposes a precision agriculture solution, developing a field-based instrument for detecting pathogen ingress into crops and reporting results of pathogen presence into a decision support tool such asCropMonitor in real-time. The proposed instrument will provide growers/agronomists with real-time information on inoculum moving into a crop (rather than symptoms), enabling more effective timing and selection of fungicide application, resulting in better control, increasing yield, and improved environmental stewardship.</ns2:abstractText></ns2:project>