[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"learn-\u002Flearn\u002Fag\u002Fscore-methodology":3,"learn-related-ag\u002Fscore-methodology":1079},{"id":4,"title":5,"body":6,"category":1057,"createdAt":1057,"cta":1058,"description":1061,"extension":1062,"icon":1063,"industry":1064,"keywords":1065,"meta":1072,"navigation":1073,"path":1074,"province":1057,"relatedPages":1057,"section":1075,"seo":1076,"stem":1077,"systems":1057,"updatedAt":1057,"__hash__":1078},"learn\u002Flearn\u002Fag\u002Fscore-methodology.md","Productivity Score Methodology",{"type":7,"value":8,"toc":1041},"minimark",[9,16,24,52,59,62,67,78,156,158,162,167,177,187,314,320,324,331,334,449,459,463,473,476,543,546,550,556,635,638,640,644,647,768,770,774,897,900,902,905,908,957,959,963,966,1004,1011,1013,1017,1020,1031],[10,11,12],"p",{},[13,14,15],"em",{},"Township Canada Ag Parcel View · v1.0 · Last updated 2026-05-23",[10,17,18,19,23],{},"The Township Canada ",[20,21,22],"strong",{},"Productivity Score"," is a 0–100 composite indicator of the agricultural productivity potential of a Canadian quarter-section. It is designed to be:",[25,26,27,34,40,46],"ul",{},[28,29,30,33],"li",{},[20,31,32],{},"Defensible"," - every input is traceable to an authoritative public dataset",[28,35,36,39],{},[20,37,38],{},"Comparable"," - the same formula applies to every quarter-section in Canada",[28,41,42,45],{},[20,43,44],{},"Transparent"," - this page documents the full calculation",[28,47,48,51],{},[20,49,50],{},"Informational"," - it is not a formal appraisal, and is not a substitute for one",[10,53,54,55,58],{},"If you are an appraiser, broker, lender, or land agent reading this page to decide whether you can cite our score: please read all of it, including the ",[20,56,57],{},"Known limitations"," section at the bottom.",[60,61],"hr",{},[63,64,66],"h2",{"id":65},"at-a-glance","At a glance",[68,69,74],"pre",{"className":70,"code":72,"language":73},[71],"language-text","SCORE = round(\n  ( 0.50 × Soil productivity (0–100)\n  + 0.30 × CLI capability (0–100)\n  + 0.20 × Crop diversity (0–100)\n  ) × Drought modifier (0.85–1.00)\n)\n","text",[75,76,72],"code",{"__ignoreMap":77},"",[79,80,81,97],"table",{},[82,83,84],"thead",{},[85,86,87,91,94],"tr",{},[88,89,90],"th",{},"Band",[88,92,93],{},"Range",[88,95,96],{},"Interpretation",[98,99,100,112,123,134,145],"tbody",{},[85,101,102,106,109],{},[103,104,105],"td",{},"Very High",[103,107,108],{},"80–100",[103,110,111],{},"Top-tier agricultural land",[85,113,114,117,120],{},[103,115,116],{},"High",[103,118,119],{},"65–79",[103,121,122],{},"Strong, dependable productivity",[85,124,125,128,131],{},[103,126,127],{},"Moderate",[103,129,130],{},"45–64",[103,132,133],{},"Workable, with one or more limiters",[85,135,136,139,142],{},[103,137,138],{},"Low",[103,140,141],{},"25–44",[103,143,144],{},"Significant capability constraints",[85,146,147,150,153],{},[103,148,149],{},"Very Low",[103,151,152],{},"0–24",[103,154,155],{},"Marginal or non-arable",[60,157],{},[63,159,161],{"id":160},"the-four-components","The four components",[163,164,166],"h3",{"id":165},"_1-soil-productivity-weight-50","1. Soil productivity (weight: 50%)",[10,168,169,172,173,176],{},[20,170,171],{},"In Alberta"," - uses the ",[20,174,175],{},"Land Suitability Rating System (LSRS)"," productivity score directly from AGRASID 4.1. LSRS is the federal-provincial standard for rating dryland-spring-cereal productivity on a 0–100 scale, accounting for climate (T), moisture (M), soil (S), water (W), continuous cropping (C), and pattern (P) limiters. Source: Agriculture and Agri-Food Canada \u002F Alberta Agriculture and Irrigation.",[10,178,179,182,183,186],{},[20,180,181],{},"Outside Alberta"," - uses an estimated value derived from the ",[20,184,185],{},"Soil Landscapes of Canada (SLC) v3.2"," soil order and great group, mapped to an approximate productivity range. The mapping is documented below.",[79,188,189,202],{},[82,190,191],{},[85,192,193,196,199],{},[88,194,195],{},"Soil order \u002F group",[88,197,198],{},"Estimated productivity",[88,200,201],{},"Rationale",[98,203,204,215,226,237,248,259,270,281,292,303],{},[85,205,206,209,212],{},[103,207,208],{},"Chernozem - Black",[103,210,211],{},"75",[103,213,214],{},"Highest organic-matter mineral soils on the Prairies",[85,216,217,220,223],{},[103,218,219],{},"Chernozem - Dark Brown",[103,221,222],{},"65",[103,224,225],{},"Moderate moisture-deficit grassland soils",[85,227,228,231,234],{},[103,229,230],{},"Chernozem - Brown",[103,232,233],{},"55",[103,235,236],{},"Arid grassland soils, moisture-limited",[85,238,239,242,245],{},[103,240,241],{},"Luvisol",[103,243,244],{},"50",[103,246,247],{},"Forested-zone soils, often productive when cleared",[85,249,250,253,256],{},[103,251,252],{},"Brunisol",[103,254,255],{},"45",[103,257,258],{},"Variable; useful range across boreal and montane zones",[85,260,261,264,267],{},[103,262,263],{},"Gleysol",[103,265,266],{},"40",[103,268,269],{},"Wet, often requires drainage",[85,271,272,275,278],{},[103,273,274],{},"Podzol",[103,276,277],{},"30",[103,279,280],{},"Acid, leached, generally low fertility for field crops",[85,282,283,286,289],{},[103,284,285],{},"Regosol",[103,287,288],{},"20",[103,290,291],{},"Weakly-developed soils, often limited",[85,293,294,297,300],{},[103,295,296],{},"Cryosol \u002F Organic",[103,298,299],{},"15",[103,301,302],{},"Permafrost or peat - generally non-arable",[85,304,305,308,311],{},[103,306,307],{},"Unknown \u002F unclassified",[103,309,310],{},"null",[103,312,313],{},"Score not computed",[10,315,316,319],{},[20,317,318],{},"When the SLC fallback is used, the UI labels it explicitly."," The fallback is a coarse estimate, not a measured value. Confidence outside Alberta is materially lower than inside Alberta. Phase 2 will introduce provincial soil indices (SAMA Soil Final Rating for Saskatchewan, MASC Productivity Index for Manitoba) to close this gap.",[163,321,323],{"id":322},"_2-cli-capability-weight-30","2. CLI capability (weight: 30%)",[10,325,326,327,330],{},"The ",[20,328,329],{},"Canada Land Inventory (CLI) 1:50K Land Capability for Agriculture"," classifies every cultivable parcel in Canada into one of seven classes (1 = best, 7 = no capability) plus Class O (organic) and unrated areas. CLI is the national agricultural-capability baseline and has been used in farmland valuation and policy since the 1960s.",[10,332,333],{},"We invert and normalize the class to a 0–100 score:",[79,335,336,349],{},[82,337,338],{},[85,339,340,343,346],{},[88,341,342],{},"CLI class",[88,344,345],{},"Normalized score",[88,347,348],{},"Notes",[98,350,351,362,373,384,395,406,417,428,438],{},[85,352,353,356,359],{},[103,354,355],{},"Class 1",[103,357,358],{},"100",[103,360,361],{},"No significant limitations",[85,363,364,367,370],{},[103,365,366],{},"Class 2",[103,368,369],{},"86",[103,371,372],{},"Moderate limitations restrict crops or require moderate management",[85,374,375,378,381],{},[103,376,377],{},"Class 3",[103,379,380],{},"71",[103,382,383],{},"Moderately severe limitations",[85,385,386,389,392],{},[103,387,388],{},"Class 4",[103,390,391],{},"57",[103,393,394],{},"Severe limitations",[85,396,397,400,403],{},[103,398,399],{},"Class 5",[103,401,402],{},"43",[103,404,405],{},"Very severe limitations; perennial forage only",[85,407,408,411,414],{},[103,409,410],{},"Class 6",[103,412,413],{},"29",[103,415,416],{},"Capable only of producing perennial forage",[85,418,419,422,425],{},[103,420,421],{},"Class 7",[103,423,424],{},"14",[103,426,427],{},"No capacity for arable culture or permanent pasture",[85,429,430,433,435],{},[103,431,432],{},"Class O (Organic)",[103,434,244],{},[103,436,437],{},"Treated as moderate; productivity highly variable",[85,439,440,443,446],{},[103,441,442],{},"Class 8 \u002F unrated",[103,444,445],{},"0",[103,447,448],{},"Non-arable or no data",[10,450,326,451,454,455,458],{},[20,452,453],{},"CLI limiter"," (the single-letter code accompanying the class - e.g. M for moisture, T for topography) is shown in the UI but does ",[20,456,457],{},"not"," change the score. It provides context for why a parcel is rated where it is.",[163,460,462],{"id":461},"_3-crop-diversity-weight-20","3. Crop diversity (weight: 20%)",[10,464,326,465,468,469,472],{},[20,466,467],{},"5-year crop diversity index"," is derived from the ",[20,470,471],{},"AAFC Annual Crop Inventory"," (the same dataset that powers our crop-history strip). For each quarter-section, we compute a Shannon diversity index across the five most recent annual classifications, then scale to 0–100.",[10,474,475],{},"A higher diversity score implies a more sustainable rotation, lower disease\u002Fpest pressure, and a more resilient long-term productivity profile. A persistent monoculture lowers the score even on otherwise excellent soil - a deliberate choice that rewards good agronomic practice.",[79,477,478,490],{},[82,479,480],{},[85,481,482,485,487],{},[88,483,484],{},"Diversity index (raw)",[88,486,345],{},[88,488,489],{},"Pattern",[98,491,492,502,512,522,533],{},[85,493,494,497,499],{},[103,495,496],{},"0.0",[103,498,445],{},[103,500,501],{},"True monoculture (same crop 5 years running)",[85,503,504,507,509],{},[103,505,506],{},"0.4",[103,508,266],{},[103,510,511],{},"Two-crop rotation",[85,513,514,517,519],{},[103,515,516],{},"0.65",[103,518,222],{},[103,520,521],{},"Three-crop rotation",[85,523,524,527,530],{},[103,525,526],{},"0.85",[103,528,529],{},"85",[103,531,532],{},"Four-crop rotation",[85,534,535,538,540],{},[103,536,537],{},"1.0",[103,539,358],{},[103,541,542],{},"Full annual rotation across five crops",[10,544,545],{},"If the parcel's dominant land use is not Cropland (e.g., Grassland, Forest), the diversity score is set to a neutral 50 to avoid penalizing non-cropped land for the absence of rotation.",[163,547,549],{"id":548},"_4-drought-modifier-multiplier-085100","4. Drought modifier (multiplier: 0.85–1.00)",[10,551,326,552,555],{},[20,553,554],{},"Canadian Drought Monitor"," (Agriculture and Agri-Food Canada) publishes drought-severity polygons monthly. The current month's status modifies the composite score downward to reflect present-condition risk:",[79,557,558,571],{},[82,559,560],{},[85,561,562,565,568],{},[88,563,564],{},"Drought level",[88,566,567],{},"Modifier",[88,569,570],{},"Typical effect on a score of 80",[98,572,573,584,595,605,616,626],{},[85,574,575,578,581],{},[103,576,577],{},"None \u002F D0 (Abnormally Dry)",[103,579,580],{},"1.00",[103,582,583],{},"80",[85,585,586,589,592],{},[103,587,588],{},"D1 (Moderate)",[103,590,591],{},"0.97",[103,593,594],{},"78",[85,596,597,600,603],{},[103,598,599],{},"D2 (Severe)",[103,601,602],{},"0.94",[103,604,211],{},[85,606,607,610,613],{},[103,608,609],{},"D3 (Extreme)",[103,611,612],{},"0.90",[103,614,615],{},"72",[85,617,618,621,623],{},[103,619,620],{},"D4 (Exceptional)",[103,622,526],{},[103,624,625],{},"68",[85,627,628,631,633],{},[103,629,630],{},"No data",[103,632,580],{},[103,634,583],{},[10,636,637],{},"The drought modifier is a present-condition signal, not a long-run trend. Two parcels with identical soil and capability can score differently this month if one falls within a D2 polygon. Hover over the drought status in the UI to see the data date and Drought Monitor source.",[60,639],{},[63,641,643],{"id":642},"worked-example","Worked example",[10,645,646],{},"A quarter-section near Stony Plain, Alberta:",[79,648,649,668],{},[82,650,651],{},[85,652,653,656,659,662,665],{},[88,654,655],{},"Component",[88,657,658],{},"Raw value",[88,660,661],{},"Normalized",[88,663,664],{},"Weight",[88,666,667],{},"Contribution",[98,669,670,686,701,716,733,750],{},[85,671,672,675,678,680,683],{},[103,673,674],{},"Soil productivity (LSRS)",[103,676,677],{},"82",[103,679,677],{},[103,681,682],{},"0.50",[103,684,685],{},"41.0",[85,687,688,691,693,695,698],{},[103,689,690],{},"CLI capability",[103,692,366],{},[103,694,369],{},[103,696,697],{},"0.30",[103,699,700],{},"25.8",[85,702,703,706,708,710,713],{},[103,704,705],{},"Crop diversity (Canola\u002FWheat\u002FBarley over 5 years)",[103,707,516],{},[103,709,222],{},[103,711,712],{},"0.20",[103,714,715],{},"13.0",[85,717,718,721,724,726,728],{},[103,719,720],{},"Subtotal",[103,722,723],{},"-",[103,725,723],{},[103,727,723],{},[103,729,730],{},[20,731,732],{},"79.8",[85,734,735,738,740,743,745],{},[103,736,737],{},"Drought modifier (D1 Moderate)",[103,739,723],{},[103,741,742],{},"× 0.97",[103,744,723],{},[103,746,747],{},[20,748,749],{},"77.4",[85,751,752,757,759,761,763],{},[103,753,754],{},[20,755,756],{},"Final Productivity Score",[103,758],{},[103,760],{},[103,762],{},[103,764,765],{},[20,766,767],{},"77 - HIGH",[60,769],{},[63,771,773],{"id":772},"data-sources-and-refresh-cadence","Data sources and refresh cadence",[79,775,776,795],{},[82,777,778],{},[85,779,780,783,786,789,792],{},[88,781,782],{},"Dataset",[88,784,785],{},"Source",[88,787,788],{},"Resolution",[88,790,791],{},"Refresh cadence",[88,793,794],{},"Last refreshed",[98,796,797,814,831,847,864,880],{},[85,798,799,802,805,808,811],{},[103,800,801],{},"LSRS productivity (AB)",[103,803,804],{},"AGRASID 4.1 - Alberta Agriculture and Irrigation",[103,806,807],{},"Soil polygon",[103,809,810],{},"Annual (June)",[103,812,813],{},"Jun 2025",[85,815,816,819,822,825,828],{},[103,817,818],{},"Soil order\u002Fgroup (rest of Canada)",[103,820,821],{},"Soil Landscapes of Canada v3.2 - AAFC",[103,823,824],{},"~1:1M",[103,826,827],{},"Annual (March)",[103,829,830],{},"Mar 2026",[85,832,833,836,839,842,845],{},[103,834,835],{},"CLI capability class",[103,837,838],{},"Canada Land Inventory 1:50K - Federal-Provincial",[103,840,841],{},"1:50,000",[103,843,844],{},"Static (1960s–80s baseline, periodically revised)",[103,846,723],{},[85,848,849,852,855,858,861],{},[103,850,851],{},"Annual Crop Inventory",[103,853,854],{},"AAFC - Annual Crop Inventory",[103,856,857],{},"30m raster",[103,859,860],{},"Annual (January)",[103,862,863],{},"Jan 2026",[85,865,866,869,872,874,877],{},[103,867,868],{},"National Land Use v5",[103,870,871],{},"AAFC",[103,873,857],{},[103,875,876],{},"Every 5 years",[103,878,879],{},"2020 release",[85,881,882,885,888,891,894],{},[103,883,884],{},"Drought status",[103,886,887],{},"Canadian Drought Monitor - AAFC",[103,889,890],{},"Polygon",[103,892,893],{},"Monthly (10th of month)",[103,895,896],{},"Mar 10, 2026",[10,898,899],{},"The composite score is materialized nightly. Component dates are shown alongside the score in the UI and on every PDF report.",[60,901],{},[63,903,57],{"id":904},"known-limitations",[10,906,907],{},"The score is a useful summary, not an authoritative judgment. We are explicit about its limitations so you can use it well:",[909,910,911,917,923,929,935,941,951],"ol",{},[28,912,913,916],{},[20,914,915],{},"The CLI dataset is decades old in most of Canada."," Class boundaries reflect 1960s–80s mapping. Local land improvements (drainage, irrigation, amendments) are not reflected. Field-level appraisal still requires on-the-ground verification.",[28,918,919,922],{},[20,920,921],{},"The SLC fallback outside Alberta is coarse."," SLC polygons are ~1:1M scale; many quarter-sections sit on a single polygon and receive an averaged value. Provincial-scale soil indices (SAMA in SK, MASC in MB) will materially improve this in Phase 2.",[28,924,925,928],{},[20,926,927],{},"The score does not include market context."," Two parcels with the same score can have very different market values depending on proximity to elevators, processing facilities, irrigation infrastructure, urban-fringe pressure, and comparable sales history. Phase 2 will add comparable-sales overlays (where licensing allows).",[28,930,931,934],{},[20,932,933],{},"The drought modifier is a current-month signal."," It does not encode long-run drought trend or climate exposure. A parcel under D4 this month may have been at D0 for the previous decade. Treat the modifier as \"right now,\" not \"always.\"",[28,936,937,940],{},[20,938,939],{},"The crop-diversity weight rewards rotation, which is a proxy."," A parcel under a true high-value monoculture (e.g., certified seed) may score lower than a generic rotation of equal economic output. The index reflects agronomic resilience, not crop economics.",[28,942,943,946,947,950],{},[20,944,945],{},"The score does not predict yield or revenue."," It indicates productivity ",[13,948,949],{},"potential"," under typical management. Actual outcomes depend on operator skill, inputs, weather, and markets.",[28,952,953,956],{},[20,954,955],{},"The score is not a USPAP-compliant appraisal."," It is an informational input that may inform appraisal preparation. A formal opinion of value requires an AACI, ARA, or equivalently credentialed appraiser.",[60,958],{},[63,960,962],{"id":961},"roadmap","Roadmap",[10,964,965],{},"Phase 2 candidates that, if shipped, will refine the score:",[25,967,968,974,980,986,992,998],{},[28,969,970,973],{},[20,971,972],{},"SAMA Soil Final Rating"," for Saskatchewan quarter-sections (replaces SLC fallback in SK)",[28,975,976,979],{},[20,977,978],{},"MASC Productivity Index"," (A–J) for Manitoba (replaces SLC fallback in MB)",[28,981,982,985],{},[20,983,984],{},"SCIC \u002F AFSC \u002F MASC risk-zone polygons"," as a regional context layer",[28,987,988,991],{},[20,989,990],{},"AAFC Agroclimate 1991–2020 normals"," (GDD, CHU, frost-free days) as a climate component",[28,993,994,997],{},[20,995,996],{},"Tile drainage layer"," for Ontario (adds a drainage adjustment for OMAFRA-mapped drains)",[28,999,1000,1003],{},[20,1001,1002],{},"Comparable sales overlay"," (SK CLSD, AB municipal transfers, MPAC neighbourhood bands) as a market-context layer alongside (not inside) the score",[10,1005,1006,1007,1010],{},"Score weights and component definitions may evolve. Every change will be versioned. The current methodology is ",[20,1008,1009],{},"v1.0",".",[60,1012],{},[63,1014,1016],{"id":1015},"citing-the-score","Citing the score",[10,1018,1019],{},"If you cite the Township Canada Productivity Score in a report or analysis, please reference:",[1021,1022,1023],"blockquote",{},[10,1024,1025,1026,1030],{},"Township Canada Productivity Score v1.0, accessed ",[1027,1028,1029],"span",{},"date",". Methodology: townshipcanada.com\u002Flearn\u002Fag\u002Fscore-methodology",[10,1032,1033,1034,1010],{},"Questions or feedback on the methodology? Email ",[20,1035,1036],{},[1037,1038,1040],"a",{"href":1039},"mailto:hello@townshipcanada.com","hello@townshipcanada.com",{"title":77,"searchDepth":1042,"depth":1042,"links":1043},2,[1044,1045,1052,1053,1054,1055,1056],{"id":65,"depth":1042,"text":66},{"id":160,"depth":1042,"text":161,"children":1046},[1047,1049,1050,1051],{"id":165,"depth":1048,"text":166},3,{"id":322,"depth":1048,"text":323},{"id":461,"depth":1048,"text":462},{"id":548,"depth":1048,"text":549},{"id":642,"depth":1042,"text":643},{"id":772,"depth":1042,"text":773},{"id":904,"depth":1042,"text":57},{"id":961,"depth":1042,"text":962},{"id":1015,"depth":1042,"text":1016},null,{"label":1059,"href":1060},"Pull a parcel report","\u002Fapp\u002Freport\u002FSE-14-29-21-W2\u002Fpdf","How Township Canada's 0–100 Productivity Score is calculated, the data sources behind it, and the limitations you should keep in mind before citing it.","md","i-lucide-leaf","agriculture",[1066,1067,1068,1069,1070,1071],"productivity score","lsrs","cli capability","canada drought monitor","shannon diversity","farmland scoring",{},true,"\u002Flearn\u002Fag\u002Fscore-methodology","ag",{"title":5,"description":1061},"learn\u002Fag\u002Fscore-methodology","CEPfn2oXmAUVsWtGiU20ybxIw6Qd0e9TU_2yrAEe71A",[1080,1093],{"id":1081,"title":1082,"body":1083,"category":1057,"createdAt":1057,"cta":1057,"description":1087,"extension":1062,"icon":1057,"industry":1057,"keywords":1057,"meta":1088,"navigation":1073,"path":1089,"province":1057,"relatedPages":1057,"section":1075,"seo":1090,"stem":1091,"systems":1057,"updatedAt":1057,"__hash__":1092},"learn\u002Flearn\u002Fag\u002Findex.md","Agriculture Data Methods",{"type":7,"value":1084,"toc":1085},[],{"title":77,"searchDepth":1042,"depth":1042,"links":1086},[],"Methodology notes for Township Canada's agriculture data layers, parcel reports, and productivity 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