Study for Predicting Land Surface Temperature (LST) Using Landsat Data: A Comparison of Four Algorithms

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Models</td><td class="align_center">MARS</td><td class="align_center">WNN</td><td class="align_center">ANFIS</td><td class="align_center">DENFIS</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left"><i>R </i><sup>2</sup></td><td class="align_center">0.87</td><td class="align_center">0.53</td><td class="align_center">0.99</td><td class="align_center">0.93</td></tr><tr><td class="align_left">RMSE (°C)</td><td class="align_center">1.43</td><td class="align_center">2.78</td><td class="align_center">0.36</td><td class="align_center">1.05</td></tr><tr><td class="align_left">MAE (°C)</td><td class="align_center">1.11</td><td class="align_center">1.96</td><td class="align_center">0.16</td><td class="align_center">0.69</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Testing stage performance analysis.</div>

Advances in Civil Engineering

tab8

Table 8

Table 8: Study for Predicting Land Surface Temperature (LST) Using Landsat Data: A Comparison of Four Algorithms 