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      <image:title>Our Mission/Vision - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623788535293-FFEXSBXJEZOVBRY73066/mission.png</image:loc>
      <image:title>Our Mission/Vision - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623791111189-2FLH9M4TDSA117DOHUHM/vision.jpg</image:loc>
      <image:title>Our Mission/Vision - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623790106964-HCZB2JN4LL38JRI0BWQR/vision.png</image:loc>
      <image:title>Our Mission/Vision - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/getinvolvedold</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623882613760-YTLN27YWA412VOQ1EAO6/farmer01.jpg</image:loc>
      <image:title>GET INVOLVED - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623882624490-G89IEPLY6V3VVWC2KWHW/citizenscientist01.jpg</image:loc>
      <image:title>GET INVOLVED - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623882636500-OKKF7IGRZ627SXXJUDG0/organizational01.jpg</image:loc>
      <image:title>GET INVOLVED - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/nutrient-dense-food</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-10-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1623112332331-B2EPVFRNHLOXOUW867AV/testtubes.jpg</image:loc>
      <image:title>The Science of Nutrient Dense Food - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/new-data</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-08-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629305781969-4YOUYKG4CLE3PIPD2UOQ/variation-table-poly-anti.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629305820767-NNIHGHF0PB2SYD1R7G5J/variation-table-minerals.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629305852448-0WUIWVG9Q91TQFZNAVV7/variation-poly-anti-selected.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629305892438-ZRTXOFVNXIR7WYAVWMJR/variation-minerals-selected-1.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629305952029-AB4G0PK2HD54NBZPLQJE/newplot-12.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Copper in soil, 0 – 6” and 6 to 12” depths</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629305999619-STRJ7DS8CZUR256RU5CZ/newplot-11.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Potassium in soil, 0 – 6” and 6 – 12” depths</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306047458-RBOS584R3J5VN2ZH0CTP/newplot-10.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Soil carbon by soil respiration</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306070732-1JZ1G2V5C5Y3QWLO0CY2/newplot-9.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Antioxidants by Polyphenols, carrots and spinach</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306531342-97OJ7SA7K9MOVO419HCN/biotables.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306582802-23L52D8LOL72U5R6CLTG/newplot-13.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Antioxidants, polyphenols, and proteins by farm practice</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306632305-ZKELL6TIC8MMWA17IO89/newplot-15.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Minerals by farm practice</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306677989-SNEXVP1LJGF8W1PR6MSG/newplot-14.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Minerals by Farm Practice cont.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306746242-NKRIIO9RUG6X1PUOIITE/newplot-18.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Soil respiration versus Antioxidants in carrots</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629306882558-UABNPYGBD5HYE2T5GPOR/unnamed.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Soil respiration by Potassium levels in carrots</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307376241-32R3ENI5GQZ8PT7W3GUO/carrotscans1.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307395846-8GONHYR2MWL9KEN3DZO8/carrotscans2.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Table 1. Confusion matrix for predicting high- or low-quality carrots for antioxidants, polyphenols and protein using raw carrot scans and supernatant extracted in methanol. The results are based on the validation set (20%) of all the carrot samples.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307514978-183MQKJS801GSWD1M10L/spinachscan1.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307536730-FG8XGE66XVTEBKMIQQ8Z/spinachscan2.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Table 2. Confusion matrix for predicting high- or low-quality spinach for antioxidants, polyphenols and protein using raw spinach scans and supernatant extracted in methanol. The results are based on the validation set (30%) of all the carrot samples.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307634065-N9GSN68UZYWND284LHI3/spinach3.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307756237-R49RVNRMKTPMAEQYFOOA/spinachscan4.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307790633-PPEO43COAT7G56E4BWBY/spinachscan5.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Table 3. New Confusion matrix for spinach. Removing the varieties that are not actually spinach per list.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307845505-GOX7XAC5D8R47TAK3IKU/unnamed10.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Ordered ranking of variable importance in predicting antioxidants in carrots</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307890169-VN3WEZW9351OML95MOPX/unnamed11.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Ordered ranking of variable importance in predicting polyphenols in carrots</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307938267-E226TWNCIN4SA70Z7UZ8/surface.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Carrot surface scans, varying # samples in training model from 107 to 320. X-axis is the actual log-transformed antioxidants while Y-axis is the predicted log-transformed antioxidants. A perfect prediction would fall along the red line (1:1).</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629307978369-0FIQERMW9V90NBCOSIJR/supernatant.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Carrot supernatant scans, varying # samples in training model. X-axis is the actual log-transformed antioxidants while Y-axis is the predicted log-transformed antioxidants. A perfect prediction would fall along the red line (1:1).</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629308165997-XDSP8IKH7V7R4XNDX14T/unnamed1.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Polyphenols, change in model fit (r2, x axis) with more data in the model training set (y axis)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629308219829-U9U27IRZOWEIW42B28SH/unnamed3.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Antioxidants, change in model fit (r2, x axis) with more data in the model training set (y axis)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629308308318-F5BHB9ZTZPJNDJGSZVKV/carrotmeasurement.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1629308376822-LH9YPZGR497ZS2G3M0RY/carrotmeasurement2.png</image:loc>
      <image:title>New data - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/beef</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-12-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/b9bf77af-a5b3-4e77-b75e-3f5519818f05/m_skaf436f1.jpg</image:loc>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1630086228361-QNYDNN2Y9INB3MJSIPA7/Defining+nutrient+density+in+beef+-+Bionutrient+Institute.png</image:loc>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/session</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-04-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1631631219307-6BZ32W2T0IY42H6QM5PS/groupofspeakers.png</image:loc>
      <image:title>Session - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1631631606991-WHTPU9H69GJ6A8J9PMG6/lisa.png</image:loc>
      <image:title>Session - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/dup-session</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-09-14</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1631577348239-NA4989Q3B2NZ4UWN4JGC/title.png</image:loc>
      <image:title>Dup Session - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/meetdan</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-10-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1632513506848-LQP16FJRX4M9JVD701R2/watermark.png</image:loc>
      <image:title>Meet Dan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1632517365124-7EK4WN01SPWINXAKS59C/meterbanner.png</image:loc>
      <image:title>Meet Dan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/nutrient-density-study-copy</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-10-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1630086228361-QNYDNN2Y9INB3MJSIPA7/Defining+nutrient+density+in+beef+-+Bionutrient+Institute.png</image:loc>
      <image:title>Nutrient Density Study COPY - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/2020report</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-10-07</lastmod>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/reports</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-01-22</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1634753939579-SAUH2FEMT5AJOMR2YWYA/report.beef.png</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1634749905511-XKC56GFJAMLR9DQ30GN6/report.2020.jpg</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1634750417076-TGDOZHPUMLCI7WGEIAOM/report.grains.jpg</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1634750551439-V5A7QMD1W2SCCY5N0YN1/report.hydro.jpg</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1634750611434-JTV88D5Y3YQBIBK6RITI/report.desert.jpg</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/22d8dc11-8342-403a-99dd-ef4b7bc4b4d8/2019report.jpg</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/26dfdd9d-c547-4f93-9151-4a57d102a80b/2018report.jpg</image:loc>
      <image:title>Reports - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/communicationsreport</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-10-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/e0919d3b-431b-4a52-8db3-9ec887a31b9d/Board-2021.21_Page_01.jpg</image:loc>
      <image:title>communicationsreport</image:title>
    </image:image>
    <image:image>
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      <image:title>communicationsreport</image:title>
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  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/2020datareport</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-12-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/4709350b-37d0-49ff-a614-17230d856d42/2020reportbanner.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/6e2baa6d-7ab5-4a55-b81c-43d7940d8eb3/Nutrient-Variation.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/d175f0e0-a9c2-4306-9428-0f8a59c89f71/report.grains.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/9e5a491e-bc5b-4a24-8e98-fc4ed358c44b/report.desert.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/b1a26a31-70f5-442a-ab78-af3460bf9d41/report.hydro.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/e5a642fc-810a-423b-b5a1-9a767d31da78/blank.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/7c13b477-5710-4f11-8741-6390344739bc/Table-soil-wheat-oats.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Table 1. Summary of measurement for all produce and soil samples received directly from farmers.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/874abdd2-585c-4384-afce-6df73e1e36f0/2020-map.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 1. Map of the location of each Grower Partner (Green) and Citizen Science Partner (Orange) in 2020.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/a5a47d07-07f6-4d1d-9546-2e0f67564a98/Table+2.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Table 2. Summary of samples by crop and the level of detail of the associated metadata.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/ead706d8-3a10-4836-b06f-fc3482fe6a51/minerals.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/16e13790-f716-447a-8355-ac84a6504c72/Mineral2-1.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/5268765e-010d-4265-abdd-950e06bd4df8/Figure+3.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/69c2b434-7792-4f68-9fe3-22f3d7704a01/Figure+4.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 4. Boxplots of Ca in Kale by climate region (A) and crop variety (B) and screenshots of variability plots generated using the Data Explorer Dashboard for Ca in Kale by climate region (C.) and crop variety (D).</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/5a04ef9c-e160-4690-96ba-d076615d459e/Figure+5.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 5. Histogram of Ca observations in Lacinato kale.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/b9a53710-6397-4cce-b997-3e797b8cd4c2/Figure+6.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 6. Median shifts of Ca content in kale 1) managed using heavy tillage relative to no-till (top left) and comparing different no-till land preparation methods to tilled kale samples (top right). Green highlighting represents a positive effect and red a negative effect. The shading of the bar represents the statistical confidence in the effect, with dark shading being statistically significant (p &lt; 0.1), medium shading is not statistically significant but may warrant further examination and light shading represents very low confidence. The number is the percent shift from the reference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/337bb123-4098-4d96-ad4a-4d8af6f9c47b/Figure+7.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 7. Sample sources from farms, farmers markets and stores in 2019 and 2020.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/17a3f61d-e3be-464d-8967-7811d8d07bcb/Figure+8.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 8. The median shifts of different amendments compared to crops grown without amendments (top) and of differing tillage intensities compared to no-till samples (bottom). Heavy tillage is when at least one tillage pass met or exceeded 6 inches in depth. Light tillage was defined as when none of the tillage passes reached 6 inches deep. Green highlighting represents a positive effect and red a negative effect. The shading of the bar represents the statistical confidence in the effect, with dark shading being statistically significant (p &lt; 0.1), medium shading is not statistically significant but may warrant further examination and light shading represents very low confidence. The number is the percent shift from the reference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/49ae59aa-89a6-450c-a00d-4ecadaea50de/box+1.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/172b986d-04f0-4d29-a736-0d4af3f20123/Table_3.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Table 3. Grouping different crops to better aggregate crops by management.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/7a45597f-246e-478c-934d-a9cdfb411943/Figure+9.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 9. he effect of crop management on BQI for 5 different crop classes: vegetables (top left), tubers (top right), grains (middle left), leafy greens (middle right), and fruit (bottom left). The darker the shading of the bar the greater the statistical confidence in the results. The y-axis is the size of the effect (0.02 = 2%).</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/e3e683d7-e994-4443-b36c-e45e5ac2f342/Table+4.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Table 4. Multiple linear regression coefficients for the relationships between soil parameters and nutrient density outcomes. Models that are statistically significant are highlighted in bold. Coefficients are statistically significant if they are highlighted in green or red. Green highlights indicate a positive correlation and red highlights indicate a negative correlation.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/9a59123e-1757-4fc8-b8dc-4d468b2dade5/Figure+10.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 10. The median shift (%) in soil carbon and respiration under heavy and light tillage compared to no-till in grain and diversified vegetable operations. All of the effects shown here are statistically significant at p &lt; 0.1.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/625dd822-ff68-46f3-af6c-2925b4ed549b/Figure+11.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 11. Mean soil carbon and respiration values by crop for the 0-4 inch depth increment.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/8a570595-23b0-4a25-9c31-0ed189fdb7a7/Figure+12.jpg</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 12. Range plots comparing the effects of mulch, synthetic fertilizers and organic amendments on soil respiration (0-4 inches) in potatoes using the Data Explorer Dashboard.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/db8dd23c-93ff-48f1-857b-d5a2022dc9c8/Figure+13.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 13. The width (+/- percentile range) for each prediction model deployed in August 2021 using the Bionutrient Meter at 80% accuracy.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/226820f0-f1b2-4c7c-8f8a-b5c24ee4bd70/Figure+14.png</image:loc>
      <image:title>2020 Data Report - Make it stand out</image:title>
      <image:caption>Figure 14. Prediction Model output using the bionutrient.surveystack.io app to run the Bionutrient meter. The number is the predicted ranking, meaning that the sample has more polyphenols than 66% of the samples submitted to the BI labs for that crop type. The width represents the +/- accuracy range at 80% accuracy.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/nutrientvariation</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-11-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/90dab64c-9963-46cf-b979-5803ecfcdcce/NutrientVariation.jpg</image:loc>
      <image:title>nutrientvariation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/2020grainsreport</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-01-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/4fc80402-3600-445b-af6b-5096486a0edb/grainsreportbanner.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/67fe008c-3371-48b9-919d-29e26af86c09/Grain_Summary_1.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Variation in wheat and oat analytes measured in the BI lab. Variation is represented as the ratio of maximum to minimum values for each analyte.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/617bfb75-6e66-43e5-9f8c-8fbb3f123c63/impact+of+regen+practices.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/efa8b314-fb0a-4390-bc31-a92c4c97d4f1/Grain_Summary_3.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Actual values for each nutrient, determined in the lab</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/d7344df0-62e5-4cfc-a212-bc22c741db0a/Table+1.JPG</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/ee526d70-72f3-4dbb-a118-e142e5d27b50/table+2.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 1. Map of the location of each Grower Partner (Green) and Citizen Science Partner (Orange) in 2020.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/8d8aa42e-a209-43aa-83a3-6740a7fc0b8b/box+1.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Table 2. Summary of samples by crop and the level of detail of the associated metadata.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/16ca082a-fa45-4b38-8b72-b8c22b21d2cd/Grains+Table+3.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Table 3. Median values and max:min ratio (increase in nutrition between the most and least dense grain samples) for analytes as measured by the BI lab for wheat and oats. The first set of nutrients and minerals are included in the Bionutrient Quality Index (Box 1).</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/0a1d2353-b5bf-4232-8a71-d2bbcd73e992/box+2.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/325583d2-526a-40a5-82f3-e84cdcaba8de/wheat+proteins.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 1. Protein levels in wheat by soil type (suborder). There is significant variation in protein content across the soil types represented in this study. Soil type is heavily influenced by climate and we expect that the variation here is related to the variation observed across climate regions</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/0e3716ae-b865-40a4-9b87-8b39ea069a72/proteins+by+climate+region.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 2. Protein levels by climate region. There is significant variation in protein content across different climate regions. We would need more samples from many of these regions to understand if the differences in nutrient levels are due to climate or due to crop variety or management factors.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/a8202b49-b14f-466b-b2f4-477765b2676b/proteins+by+variety.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 3. Protein levels by crop variety. There is significant variation in protein content. There are only a few samples for many of the varieties analyzed by the BI lab. We would need more samples of these varieties to understand if the differences in nutrient levels are due to genetics or other environmental or management factors.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/cd1aeace-4ad5-432d-b1f8-954b49a1d780/proteins+by+wheat+class.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 4. Protein levels by wheat class. Different classes of wheat are known to have very different protein levels so the variation displayed in this figure is expected.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/9a04d200-face-4914-a0da-9153db8098d4/Grains+Figure+5.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 5. The median shift of nutrient content in wheat produced using heavy and light tillage compared to nutrient levels in no-till samples. Wheat grown under heavy and light tillage had significantly lower nutrient concentrations than samples grown in no-till systems and heavy tillage often reduced nutrient levels more than samples under light tillage.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/0e8ecf44-dc90-4c6c-8561-bbb162fd08e5/Grains_Figure_6.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 6. The median shift of soil carbon and respiration in wheat produced using heavy and light tillage compared to nutrient levels in no-till samples. Tillage reduced soil carbon compared to no-till but increased soil respiration by mixing the soil and bringing microorganisms in contact with soil organic matter.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/195eefac-b631-4561-8a3b-dc3119cab8d7/Grains_Figure_7.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 7. The relationship between polyphenol and antioxidant content in wheat by farm practice (top) and climate region (bottom). All of the no-till samples are also from the Northwest climate region. To better understand the relationship between no-till and nutrient density and soil health outcomes, the BI should actively recruit participation by no-till farmers from other regions of the US.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/71d35f25-4c63-4f3c-8af5-0b1859c40e50/Grains_Table_4.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Table 4. Median Shift of nutrient content in grains with organic and synthetic inputs compared to a reference set in which no amendments were used.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/f792a78f-264e-439e-adb2-d2a2472daab5/Grains_Table_5.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Table 5. Median Shift of soil carbon and respiration with organic and synthetic inputs compared to a reference set in which no amendments were used.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/54df63ca-3089-4cae-b7fb-a60a18878e39/Grains_Table_6.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Table 6. Median Shift of soil carbon and respiration with companion crops grown compared to no companion crops and with cover cropping in the past 12 months compared to no cover cropping.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/73eec8e2-8fe9-4539-9da5-05878bcd7221/Grains_Table_7.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Table 7. Median Shift of nutrient content in wheat grown using different seed treatments compared to a reference set where no seed treatments were used. A database of this type can provide a tool for farmers to make decisions based on real impact, rather than sales and marketing pitches.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/fd1f426c-5b86-4a4a-8bfd-411a5eb72a99/Grains_Figure_8.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 8. Observed vs. predicted graphs for Random Forest models predicting antioxidant, polyphenol and protein content from soil parameters only. These plots show strong correlations between lab indicators of soil health and crop nutrient levels. The closer the data points align to our 1:1 prediction line (in blue) the more accurate our models were.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/0e7254bc-652c-40ac-9b3e-162c32bfc714/Grains_Figure_9.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 9. The importance of organic carbon, pH and soil respiration (at two depth increments) in predicting nutrient levels in wheat and oats. Each bar’s relative height signifies its importance to the model, so the two tallest bars - organic carbon percentage (20cm) in oats and soil respiration (20cm) in wheat were the most important predictors in the model in Figure 8.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/baeec7e6-4014-49e2-b760-2016cc91cd9f/Grains_Figure_10.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 10. Median shift of regenerative farm practices, as identified by the producers, on nutrient content for all analytes measured in the BI lab compared to non-regenerative practices. Most of the individual analytes have very low statistical confidence, making identifying trends very difficult. Furthermore, with the exception of notill, regenerative practices show a combination of positive and negative trends, making it difficult to identify which practices increase nutrient density.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/bc4e65a3-2eb0-40c8-8001-0b16c05a53f4/Grains_Figure_11.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 11. Median shift of regenerative farm practices, as identified by the producers, on BQI (Box 1) for all analytes measured in the BI lab compared to non-regenerative practices. The impact of no-till, while significant, needs to be examined further to understand whether region or soil type are biasing the results.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/ea3dcbd4-fe01-432a-9f4e-72c03b32f822/Grains_Figure_12.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 12. Observed vs. predicted values when predicting soil organic carbon using the Bionutrient Meter and simple in-field observations. Aside from the few outliers seen at the top of the figure, predictions using the Bionutrient Meter match very closely to lab-derived data.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/983c61be-80b0-46c2-a127-76ba616ab82e/figure+13.png</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 13. Accuracy of Random Forest prediction models using different combinations of spectral scans, sample metadata and soil information to predict antioxidant, polyphenol and protein content. Models were run to predict actual nutrient values (right) and to categorize nutrient content into 3 categories--top 25%, middle 50% and lower 25% (left). Overall, models that combined basic metadata with whole grain scans using the Bionutrient Meter (gray) performed as well, or nearly as well, as models that would require more expensive equipment and time consuming sample processing (blue) or more detailed data collection (yellow).</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/a4b769af-c830-4831-9847-451b665ddb00/Figure_14.jpg</image:loc>
      <image:title>2020 Grains Report - Make it stand out</image:title>
      <image:caption>Figure 14. Left: The width (+/- percentile range) for each prediction model deployed in August 2021 using the Bionutrient Meter at 80% accuracy. Right: Prediction Model output using the bionutrient.surveystack.io app to run the Bionutrient meter. The number is the predicted ranking, meaning that the sample has more polyphenols than 66% of the samples submitted to the BI labs for that crop type. The width represents the +/- accuracy range at 80% accuracy.</image:caption>
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      <image:caption>For each wavelength (365, 385, etc.) the first % is the uncorrected error - as high as 62% on some LEDs! After applying the correction the error drops to &lt;0.5%</image:caption>
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      <image:title>TREATY old - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>TREATY old - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>TREATY old - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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    <lastmod>2021-10-05</lastmod>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/beef-sample-orders/p/ajb98esb6uhge4x5ghc4lvdvchea5b</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-10-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1633464686556-83NEG0QL2T3S7P9GODUX/icon-citi-sci.png</image:loc>
      <image:title>Beef Samples - Citizen Scientist Sample</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.bionutrientinstitute.org/beef-sample-orders/p/ajb98esb6uhge4x5ghc4lvdvchea5b-6b8zb</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-10-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/60aabaaa15c026765e2f39ce/1633463652271-I8152QLDIUBMM7ZJ9JAH/icon-farm-partner.png</image:loc>
      <image:title>Beef Samples - Farm Partner Sample</image:title>
    </image:image>
  </url>
</urlset>

