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Jennifer Wiltgen <br />Minnesota Department of Transportation <br />Table 1: Existing and Year 2040 Municipal Totals <br />June 25, 2021 <br />Page 3 <br />Population <br />Households <br />Total Employment <br />2018 <br />2040 <br />Delta <br />2018 <br />2040 <br />Delta <br />2018 <br />2040 <br />Delta <br />Andover <br />33,060 <br />42,100 <br />+9,040 <br />10,651 <br />15,200 <br />+4,549 <br />5,910 <br />6,200 <br />+290 <br />Anoka <br />18,383 <br />21,300 <br />+2,917 <br />7,482 <br />8,700 <br />+1,218 <br />14,428 <br />14,800 <br />+372 <br />Brooklyn Park <br />81,261 <br />98,000 <br />+16,739 <br />27,701 <br />34,500 <br />+6,799 <br />32,980 <br />45,600 <br />+12,620 <br />Champlin <br />23,927 <br />24,100 <br />+173 <br />8,606 <br />9,700 <br />+1,094 <br />4,122 <br />5,100 <br />+978 <br />Coon Rapids <br />63,747 <br />72,100 <br />+8,353 <br />24,307 <br />29,200 <br />+4,893 <br />25,373 <br />32,900 <br />+7,527 <br />Dayton <br />6,158 <br />10,500 <br />+4,342 <br />2,183 <br />4,300 <br />+2,117 <br />1,306 <br />3,700 <br />+2,394 <br />Elk River <br />24,891 <br />27,000 <br />+2,109 <br />8,658 <br />10,000 <br />+1,342 <br />11,860 <br />15,800 <br />+3,940 <br />Maple Grove <br />66,523 <br />89,700 <br />+23,177 <br />25,454 <br />33,400 <br />+7,946 <br />35,488 <br />52,700 <br />+17,212 <br />Osseo <br />2,729 <br />3,200 <br />+471 <br />1,250 <br />1,500 <br />+250 <br />2,139 <br />2,500 <br />+361 <br />Otsego <br />17,308 <br />17,800 <br />+492 <br />5,970 <br />6,400 <br />+430 <br />3,477 <br />5,000 <br />+1,523 <br />Ramsey <br />27,039 <br />34,500 <br />+7,461 <br />9,204 <br />12,900 <br />+3,696 <br />7,129 <br />9,100 <br />+1,971 <br />Rogers <br />12,922 <br />22,800 <br />+9,878 <br />4,223 <br />8,600 <br />+4,377 <br />10,605 <br />17,100 <br />+6,495 <br />Model Validation <br />Forecasts were developed using the regional Activity Based Model (ABM). The existing network was <br />reviewed for accuracy in functional class and number of lanes. <br />Validation of Existing Model <br />The model roadway network was updated with current MnDOT Average Annual Daily Traffic <br />(AADT) data to facilitate the model validation process. Daily traffic volumes were validated based <br />on the degree to which the model replicates known ground counts. The validation checks are based <br />on the Federal Highway Administration's Model Validation and Reasonableness Checking Manual. Based <br />on the Federal Highway Administration guidance, link percent Root Mean Squared Error (RMSE) <br />gauges this degree of validation. The validation was compared to additional count locations collected <br />in 2017 by Hennepin County to ensure more recent growth is being reflected in the projected 2040 <br />values. The area where counts were updated is shown in Figure 1. <br />