Locality,Year,%Sexup with females alone,% female,Total investment,July_precipitation,Aug_precipitation,Sept_precipitation,July_temp,Aug_temp,Sept_temp Bibai,1981,0,48.80860876,10.45880682,118,673,164,20.8,19.8,14.9 Bibai,1988,9.33,47.77,9.242333333,23,310,63,17.6,22.3,16.5 Bibai,1993,3.33,55.42,12.06277778,45,80,76,18.3,19.4,16.4 Bibai,1995,7.28,46.44,9.070198675,78,224,105,20.7,20.1,15.3 Bibai,1997,23.3,65.28,12.98866667,104,221,100,21.2,19.1,15 Bibai,2000,20.67,59.43,10.63666667,260,101,249,21.7,22.9,17.5 Bibai,2002,41,78.0444,9.3565,124,193,44,20.2,19.4,16.1 Bibai,2003,25,68.3876,11.06027778,63,132,109,17.4,20.1,16 Bibai,2004,12.5,53.851,10.59775,137,196,121,21.1,20.8,16.8 Bibai,2005,12,51.414,9.149,93,236,159,19.8,22.6,17.1 Bibai,2006,34.21052632,76.08391608,15.49210526,74,109,73,20,23.5,16.7 Bibai,2007,27.33333333,67.20997124,10.92566667,47,123,180,19,22.2,17.9 Bibai,2008,17.692,53.21944809,8.501923077,80,86.5,75,20.9,20.2,18.4 Bibai,2009,52.30769231,84.30769231,12.87461538,247,50,76,19.3,20.6,16 Bibai,2010,7.3333,58.14558059,11.49566667,243.5,267.5,129.5,21.6,23.1,17.6 Bibai,2011,4.487,47.98877456,9.64775641,183.5,177.5,282,21,22,17.5 Bibai,2012,12.33,53.92303848,9.727166667,43.5,164,242,20.7,22.2,20.7 Bibai,2013,7.55,54.2623,11.21194969,49,191,214.5,21.4,21.8,16.8 Bibai,2014,6.92,51.57,9.869230769,118.5,229.5,130.5,21.3,20.9,15.9 Bibai,2015,27.69,66.073,12.14461538,148.5,101,173.5,20.6,21.1,16.6 Iwam,1998,30.26,65.95,11.35777778,127.5,130.5,138.5,19.5,20.2,18.3 Iwam,2000,16.54,57.6,10.83045113,262,122,222,21.5,22.8,17.7 Iwam,2001,37.33,73.32,13.505,228.5,123.5,223.5,19.8,19.8,15.8 Iwam,2002,21.75,61.63648558,11.36075,124,140.5,50,19.6,19.2,16.4 Iwam,2003,7.929515419,54.89971347,11.27444934,46.5,150,122,16.7,19.8,16.3 Iwam,2004,8.8888,49.1457,9.68,176,107,137,20.7,20.8,17.1 Iwam,2005,6.6667,54.669,11.50266667,120.5,238,145.5,19.2,22.5,17.5 Iwam,2006,26.34730539,75.97330367,17.71916168,59,96,72.5,19.6,23.4,17.1 Iwam,2007,20.610687,62.61127596,11.82480916,51.5,99.5,161,18.4,22.5,18.1 Iwam,2008,31.53846,70.61143984,12.48153846,59.5,105,65,20.4,20.2,17.8 Iwam,2009,38.13559322,68.7426557,11.42584746,219,37,63,18.8,20.4,16.4 Iwam,2010,9.33,55.03597122,10.88133333,179.5,240,120,21.6,23.7,18.4 Iwam,2011,2.55,49.66686856,10.57657658,122,159,283,20.9,22.4,18.1 Iwam,2012,12.33,55.5971897,10.47983333,32,193,291.5,20.9,22.7,21.5 Iwam,2013,13.29,54.136,10.05474684,47.5,192.5,228,21.4,22.2,17.6 Iwam,2014,5.38,50.108,10.11307692,76.5,210,100.5,21.6,21.6,16.7 Iwam,2015,12.31,58.408,11.56884615,113,104.5,191,20.6,21.5,17.1 Sapporo,1994,32,65.85,11.022,41,104.5,313.5,22.2,24.8,19.8 Sapporo,2000,12.5,54.3,9.963942308,194,103.5,307,22.2,23.9,18.6 Sapporo,2002,23.38,62.913,11.22168831,128,102.5,87.5,20.5,20.1,17.7 Sapporo,2003,9.434,51.613,9.817610063,29,90.5,110.5,17.7,20.7,17.5 Sapporo,2004,20.555,58.21,10.67111111,70.5,128,126.5,21.3,21.9,18.4 Sapporo,2005,18,59.98301,11.84733333,119,114,126,20.1,23.5,18.8 Sapporo,2006,16.66666667,61.02003643,11.57986111,106.5,36.5,57.5,20.6,24.3,18.5 Sapporo,2007,13.84615,58.01838611,11.24461538,45,65.5,193.5,19.6,23.5,19.1 Sapporo,2008,20,49.53642384,8.253076923,63.5,56,30.5,21.4,21.2,19.2 Sapporo,2009,36.6667,67.760181,11.60958333,187.5,63,35.5,19.7,21.5,17.8 Sapporo,2010,5.33,53.81784729,10.56166667,143.5,213.5,92,22.1,24.8,20 Sapporo,2011,15.87,59.84299517,12.01129808,129,109,257.5,21.8,23.6,19.2 Sapporo,2012,7.33,46.48829431,8.343,81.5,121,191,21.8,23.4,22.4 Sapporo,2013,17.3,58.912,11.3327027,54.5,183.5,173,22.5,23.1,18.8 Sapporo,2014,9.23,49.944,9.741538462,76.5,217.5,146,22.5,22.4,18.1 Sapporo,2015,26.92,62.53,11.19153846,64,131.5,198,21.3,22.4,18.4