{"id":39308,"date":"2026-03-01T15:27:18","date_gmt":"2026-03-01T14:27:18","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/new-synthetic-oklahoma-precision-ag-dataset-50k-rows-calibrated-for-yield-prediction-irrigation-pest-modeling\/"},"modified":"2026-03-01T15:27:18","modified_gmt":"2026-03-01T14:27:18","slug":"new-synthetic-oklahoma-precision-ag-dataset-50k-rows-calibrated-for-yield-prediction-irrigation-pest-modeling","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/new-synthetic-oklahoma-precision-ag-dataset-50k-rows-calibrated-for-yield-prediction-irrigation-pest-modeling\/","title":{"rendered":"New [Synthetic] Oklahoma Precision Ag Dataset (50K Rows) \u2013 Calibrated For Yield Prediction, Irrigation &amp; Pest Modeling"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey <a href=\"https:\/\/www.reddit.com\/r\/PrecisionAg\">r\/PrecisionAg<\/a>,<\/p>\n<p>I just released a new hyper-realistic synthetic dataset specifically built for Oklahoma conditions using real Mesonet weather patterns and USDA crop statistics.<\/p>\n<p><strong>Dataset details<\/strong>:<\/p>\n<ul>\n<li>50,000 daily sensor + yield records<\/li>\n<li>Crops: Winter Wheat (50%), Cotton (20%), Grain Sorghum (15%), Soybeans (15%)<\/li>\n<li>15 real Oklahoma counties<\/li>\n<li>18 columns including: soil moisture, NDVI, NPK levels, soil pH, temperature, humidity, rainfall, solar radiation, wind speed, irrigation, pest pressure (High\/Med\/Low), weather events (drought\/heatwave), growth stage, and yield-loss-risk labels<\/li>\n<\/ul>\n<p>It&#8217;s 100% synthetic (no scraping or real farm data), so it&#8217;s completely legal and privacy-safe for commercial use or AI training.<\/p>\n<p>I created it because I saw how hard it is to get clean, regionally accurate tabular\/sensor data for precision ag models. Thought it might be useful for anyone working on yield forecasting, irrigation optimization, pest risk, or drought modeling in the Midwest\/South Plains.<\/p>\n<p>Full dataset is available here:<br \/> <a href=\"https:\/\/datasetking.gumroad.com\/l\/ok-precision-ag\">https:\/\/datasetking.gumroad.com\/l\/ok-precision-ag<\/a><\/p>\n<p>Happy to answer any questions or take feedback. More regional versions (California, Texas, etc.) are in the works.<\/p>\n<p>Thanks for looking!<\/p>\n<p>DataSetKing<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/datasetking\"> \/u\/datasetking <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rhhlwn\/new_synthetic_oklahoma_precision_ag_dataset_50k\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rhhlwn\/new_synthetic_oklahoma_precision_ag_dataset_50k\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39308 jlk' href='javascript:void(0)' data-task='like' data-post_id='39308' data-nonce='9941108d62' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-39308 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39308 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey r\/PrecisionAg, I just released a new hyper-realistic synthetic dataset specifically built for Oklahoma conditions using real&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-39308","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39308","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=39308"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39308\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}