diff --git a/GAMS/IntExtOpt.gms b/GAMS/IntExtOpt.gms
index bdf18295baa12092508d9fdffe7f3ffc557d81b9..aa59fdb639208e847212834aa5e5a5dabf0c0d33 100644
--- a/GAMS/IntExtOpt.gms
+++ b/GAMS/IntExtOpt.gms
@@ -231,7 +231,7 @@ $gdxin
parameter totalCropland(location);
parameter netImportAmount(all_types);
parameter netImportCost(all_types);
- parameter feedCost(all_types);
+ parameter feedCostRate(feed_crop);
* Production quantities based on smaller area (before unhandledCropArea adjustment applied)
totalProd(crop) = sum(location, area.l(crop, location) * yield.l(crop, location));
@@ -244,9 +244,19 @@ $gdxin
totalCropland(location) = sum(crop_less_pasture, area.l(crop_less_pasture, location));
totalArea(crop) = sum(location, area.l(crop, location));
+ feedCostRate(feed_crop)$[totalProd(feed_crop) <> 0] = totalProdCost(feed_crop) / totalProd(feed_crop);
+ totalProdCost('ruminants') = sum(feed_crop, ruminantFeed.l(feed_crop) * feedCostRate(feed_crop));
+ totalProdCost('monogastrics') = sum(feed_crop, monogastricFeed.l(feed_crop) * feedCostRate(feed_crop));
+
netImportCost(import_crop) = importAmount.l(import_crop) * importPrices(import_crop) - exportAmount.l(import_crop) * exportPrices(import_crop);
netImportAmount(import_crop) = importAmount.l(import_crop) - exportAmount.l(import_crop);
-
+
+ Scalar totalCostsLessLU;
+
+ totalCostsLessLU = sum(crop,totalProdCost(crop))+ sum(import_crop,netImportCost(import_crop));
+
+
Scalar ms 'model status', ss 'solve status';
ms=LAND_USE.modelstat;
ss=LAND_USE.solvestat;
+
\ No newline at end of file
diff --git a/GAMS/LUOpt.gms b/GAMS/LUOpt.gms
index 16e6c64b0a6e1ad833c41afce16f72dd4bc91415..7c9ace7360d38e68888a753df37d6811187dd6fb 100644
--- a/GAMS/LUOpt.gms
+++ b/GAMS/LUOpt.gms
@@ -224,6 +224,7 @@ $gdxin
parameter totalArea(crop);
parameter totalCropland(location);
parameter netImportAmount(all_types);
+ parameter netImportCost(all_types);
* Production quantities based on smaller area (before unhandledCropArea adjustment applied)
totalProd(crop) = sum(location, area.l(crop, location) * yield.l(crop, location));
diff --git a/data/3deg/protected_areas.txt b/data/3deg/protected_areas.txt
index 66a56fac3126e6c6d430eefd97780698773b0aff..d1f6d927682bfe4343306baa5d644ae329fda7bf 100644
--- a/data/3deg/protected_areas.txt
+++ b/data/3deg/protected_areas.txt
@@ -1,66 +1,366 @@
-NCOLS 120
-NROWS 60
-XLLCORNER -180
-YLLCORNER -90
-CELLSIZE 3
-NODATA_value -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.02434433 0.4623618 0.6110892 0.6230959 0.4204671 0.1545755 0.2604102 0.3995807 0.4679573 0.5555981 0.643379 0.7276576 0.7781647 0.825839 0.8790963 0.9016484 0.9082254 0.8831099 0.8162279 0.6883081 0.533861 0.3626848 0.2635124 0.03696702 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.002721057 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.07721762 0.3116197 0.4577439 0.5992126 0.7406814 0.8821501 0.9921542 1 1 1 1 1 1 1 1 0.4020742 0.1413006 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.4406053 0.3439238 0.3065764 0.7108435 0.8858127 0.6556674 0.3711078 0.2245494 0.08502688 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0987065 0.3192411 0.07940025 -9999 -9999 -9999 -9999 -9999 0.01252448 -9999 -9999 -9999 -9999 0.04721797 0.1579802 0.08932674 -9999 -9999 -9999 -9999 0.6666669 1 1 1 1 1 1 1 0.9747906 0.08491535 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.1716826 0.3845105 0.1359478 0.3957836 0.1132712 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.3419597 0.3200023 0.2461693 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.001417697 0.0006487914 0.002846317 0.235025 0.2725268 0.146086 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.6666667 1 1 1 1 1 1 0.940023 0.3447052 0.01549842 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 1.281856e-005 0.09909391 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.02597 0.2918504 0.3142283 0.153946 0.009863413 0.002254692 0.008405858 0.0177945 0.05860161 0.1608043 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0008838467 0.02447455 -9999 -9999 0.01356907 -9999 -9999 -9999 -9999 0.00186088 0.08540115 -9999 0.2222493 0.333374 0.333374 0.333374 0.333374 0.3079386 0.1752607 0.02366881 -9999 -9999 -9999 0.02911504 0.09927222 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.006237949 0.006746721 0.0557294 0.1166138 0.1772136 0.02214434 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 0.1016445 0.05925455 -9999 -9999 0.2151752 0.4558715 0.6606989 0.4197574 0.01015447 -9999 -9999 -9999 0.0209219 0.2811919 0.0003339966 -9999 -9999 -9999 0.07376676 0.5342736 0.484713 0.2037445 -9999 0.1153392 0.06054764 -9999 -9999 -9999 -9999 0.09133074 -9999 0.2150378 0.2172895 0.001146131 -9999 -9999 0.003748691 0.01381939 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.01310865 -9999 0.0002511676 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.001918279 0.06087233 0.2434961 0.3449709 0.170155 0.2346386 0.1128256 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.04266316 0.03237461 0.0004190228 -9999 0.007203138 -9999 -9999 0.03526726 0.01349448 -9999 -9999 0.1095221 0.6871141 0.3620915 -9999 -9999 0.06902855 0.1339439 0.02524231 0.01719607 -9999 -9999 0.05347853 0.02117606 0.001517641 -9999 -9999 -9999 -9999 -9999 0.01211705 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0001963106 0.007795106 0.04834588 0.2557056 9.884733e-005 -9999 -9999 -9999 -9999 -9999 -9999 0.01052795 0.0369344 0.1968612 0.1271293 0.01585247 0.01630078 0.02312154 0.02489099 0.006827155 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.001645695 0.01079448 -9999 0.0001894977 0.3917442 0.1246511 0.0135134 0.02760538 0.3396001 0.2916337 -9999 -9999 0.09161336 0.07610867 -9999 -9999 -9999 -9999 -9999 0.004321713 -9999 -9999 -9999 -9999 5.041071e-005 0.0785787 0.02109661 0.006222314 -9999 0.01225426 -9999 -9999 -9999 -9999 -9999 -9999 0.0009367106 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.003497513 -9999 0.004910618 0.2016991 0.1172618 0.08861618 0.01403357 0.001396987 0.01318735 0.005931247 0.003788718 0.001337025 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.02073678 0.01006937 -9999 -9999 0.03082568 0.1362285 0.115746 0.1165916 0.2453651 0.2163281 0.01149737 0.02289837 0.1948753 0.5747681 0.09690946 0.001844484 0.005001474 0.1683723 0.236992 0.04457741 0.02401407 6.747761e-005 -9999 -9999 -9999 0.007703044 -9999 0.06668093 0.0101567 0.3212534 0.003576655 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.009845697 0.08548433 0.003167168 -9999 0.003600538 0.08187642 0.03698194 0.01591586 0.01199997 0.006524161 0.03562772 0.06348965 0.01309155 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.00921363 0.05676652 0.05907717 0.07304163 0.04943796 0.01680638 0.01072031 0.02132592 0.08701885 0.0539759 0.1505666 0.004805653 0.03231088 -9999 0.049516 0.001761844 0.1663724 0.1968343 0.1035312 0.2205994 0.2267636 -9999 0.04003717 0.07885772 -9999 0.007506098 2.729533e-006 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0009553407 0.02350351 0.02401907 0.0499609 -9999 -9999 0.08667396 0.01049521 0.02914458 0.009410371 0.002410706 0.03802918 0.06989182 0.06541638 0.003903399 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.01457016 0.01631027 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.03122152 0.06577113 0.294325 0.1446464 0.1143431 0.3634851 0.1504 0.01205728 0.005097505 0.05657483 0.029436 0.04508416 0.1242518 0.2949375 0.04895327 0.06797585 0.005305156 0.0208091 0.01324734 0.002032847 0.0003697821 0.002137236 0.006911688 2.617226e-005 -9999 0.1539427 0.0007340588 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.001893017 0.004246283 0.01402359 0.01036404 0.006965318 0.08275186 0.1116174 0.0419384 0.05682118 0.006266805 0.01065038 0.02648217 0.08251378 0.05617768 0.03334774 0.005773846 -9999 -9999 -9999 -9999 -9999 0.01263738 -9999 -9999 0.02161351 0.01172009 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.08756157 0.1550636 0.004894363 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 1.689926e-005 0.02164523 0.08003032 0.1240298 0.06178687 0.1148412 0.01530819 0.02173764 0.02335618 0.01162952 0.05300395 0.00769566 0.08474184 0.1269584 0.1619626 0.0554163 0.04560122 0.04651917 0.03869908 0.02369396 0.0188392 0.01716197 0.01661524 0.007333906 0.03820381 0.03082557 0.003699233 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 7.718495e-005 0.002593366 0.01275917 0.006387243 0.04208677 0.03927874 0.0147024 0.02442514 0.01146934 0.05759079 0.02788852 0.06391428 0.006993032 0.008363184 0.01000647 0.008451855 0.0002804581 -9999 -9999 0.001341124 0.01392593 -9999 -9999 0.04518036 -9999 0.01064087 0.0354074 0.01026838 0.02662993 -9999 0.007234283 0.01836462 0.1052589 0.1310039 0.1545255 0.1249841 0.08812229 0.0841253 0.1308543 0.1611572 0.04285568 0.01299983 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.002614647 0.05107103 0.02337128 0.1644804 0.0887849 0.05535058 0.003137344 0.002716408 0.001221904 0.002954203 0.005138615 0.0006376259 0.00690457 0.03769214 0.06918668 0.1465042 0.03829603 0.03189711 0.02689526 0.03233107 0.02232296 0.0323888 0.000418793 0.01045512 0.01522316 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0004211164 0.00604883 0.002794823 0.00747692 0.006753363 0.09443169 0.08755976 0.01701309 0.01856887 0.03098039 0.02758857 0.004801421 0.0008529407 0.0166286 0.001222339 -9999 -9999 -9999 -9999 0.000746458 -9999 0.00216351 0.0005081547 -9999 -9999 -9999 0.03121988 0.04445346 0.0315141 0.04234917 -9999 0.0003805032 0.2362859 0.1197754 0.02805457 0.1342936 0.04026653 0.02043867 0.001166143 0.006352279 0.03305943 0.07519059 -9999 -9999 -9999 -9999 -9999 -9999 0.0005016415 0.006155672 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.01381002 0.07340624 0.1470955 0.06476977 0.0267083 0.2637176 0.01629276 0.007818709 0.006055802 0.0001576591 0.0008719466 0.01189665 0.001147422 0.0004666366 0.001561432 0.01539901 0.006692821 0.00102149 0.01275764 0.00127119 0.03334974 0.002725949 0.0003241521 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0002712647 0.0156784 0.01651944 0.02220683 0.009860381 0.02081755 0.02983909 0.03117293 0.05057821 0.01252862 0.01633541 0.02950238 0.009684039 0.004701374 -9999 0.01072512 -9999 0.01259941 0.005161272 0.0185667 0.003614717 0.03450122 0.02817575 -9999 0.0003204976 -9999 -9999 0.04079982 0.03926346 0.1125272 0.1048645 -9999 -9999 -9999 -9999 0.03806237 0.4762174 0.2700026 0.1302551 0.1151868 0.06765989 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.008952588 0.07336298 0.03009472 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.04966753 0.04956199 0.1362762 0.03441015 0.03134483 0.07763632 0.09466869 0.003131685 0.0005085767 0.0003013343 0.001560579 0.003481218 0.0001957324 0.0005813623 0.0009808983 0.002729523 0.001965115 0.005111225 0.001039448 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0004957905 6.608686e-005 -9999 -9999 -9999 -9999 -9999 0.0005670722 0.02468207 0.01961728 0.01804243 0.002547808 0.001108802 0.002223221 0.01162543 0.02741495 0.09090931 0.05578173 0.06592628 0.02407013 0.0003604739 -9999 -9999 -9999 0.003505011 0.0310856 0.09756137 0.0284881 0.02287468 0.01931977 0.07760562 0.007599231 -9999 0.01877664 0.09130605 0.05331907 0.01335314 0.004238419 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.01822888 0.01833721 0.002512212 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.03578011 0.01523133 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
--9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 3.845047e-005 0.02473986 0.2967499 0.2163436 0.1077275 0.07586993 0.1000099 0.0009289013 0.000196671 0.002507389 0.002063253 0.006032236 0.005976501 0.002948301 0.002698979 0.01525326 0.0143338 2.422644e-005 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.001571793 0.00106231 -9999 -9999 -9999 -9999 0.0006599057 0.01509469 0.009990143 0.01153911 0.0002731956 0.00182984 0.009082493 0.0002649072 0.02564934 0.01456229 0.003138261 0.02954947 0.007109065 0.002593929 -9999 -9999 -9999 -9999 0.01561317 0.07105997 0.007984545 0.01705967 0.04309322 0.02072916 0.009412983 0.009878132 0.02642479 0.06562237 0.1917537 0.03564534 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 0.0001277181 0.0396816 0.12718 0.005743349 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999 -9999
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diff --git a/data/halfdeg/protected_areas.txt b/data/halfdeg/protected_areas_without_points.txt
similarity index 59%
rename from data/halfdeg/protected_areas.txt
rename to data/halfdeg/protected_areas_without_points.txt
index ab1f0ba38a72bee146860eea8e47c9099ec098c7..de50ec78287aa2ac184bc4e149ac0b5f88227df3 100644
--- a/data/halfdeg/protected_areas.txt
+++ b/data/halfdeg/protected_areas_without_points.txt
@@ -1,311 +1,366 @@
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diff --git a/data/sims/bioEU.csv b/data/sims/bioEU.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd76891aa2f6e4572a1e1156854a6db8ca4db2fc
--- /dev/null
+++ b/data/sims/bioEU.csv
@@ -0,0 +1,21 @@
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diff --git a/data/sims/bioEU_nopa.csv b/data/sims/bioEU_nopa.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ffb0976e689fbb98905b214a5a7cae4ac19cf24
--- /dev/null
+++ b/data/sims/bioEU_nopa.csv
@@ -0,0 +1,21 @@
+Ensemble,Scenario,AGRI_LAND_EXPANSION_COST_FACTOR,ANNUAL_MAX_IMPORT_CHANGE,CROP_TO_PASTURE_COST_FACTOR,FERTILISER_COST_PER_T,INITIAL_PRICE_SHIFT,IRRIG_COST_SCALE_FACTOR,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
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diff --git a/data/sims/combined.csv b/data/sims/combined.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5adac047f0e96bc2d8d5517460c7cfebddf34646
--- /dev/null
+++ b/data/sims/combined.csv
@@ -0,0 +1,3 @@
+Ensemble,Scenario,AGRI_LAND_EXPANSION_COST_FACTOR,ANNUAL_MAX_IMPORT_CHANGE,CROP_TO_PASTURE_COST_FACTOR,FERTILISER_COST_PER_T,INITIAL_PRICE_SHIFT,IRRIG_COST_SCALE_FACTOR,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION,TRADE_BARRIER_ANNUAL_CHANGE,TRADE_COSTS_ANNUAL_CHANGE,TRADE_LOSSES_ANNUAL_CHANGE,TRADE_START_YEAR,TRADE_END_YEAR
+combined/BAU,s1,1,0.025,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3,0,0,0,2020,2025
+combined/combined,s1,1,0.025,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,TRUE,2010,2050,0.02375,0.02375,0.3,0.35,0.05,0.3,0.15,0.1,0.01,2020,2025
diff --git a/data/sims/diet_nopa.csv b/data/sims/diet_nopa.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e91ead712bae430100efe5b12301b865645a1dd6
--- /dev/null
+++ b/data/sims/diet_nopa.csv
@@ -0,0 +1,151 @@
+Ensemble,Scenario,AGRI_LAND_EXPANSION_COST_FACTOR,ANNUAL_MAX_IMPORT_CHANGE,CROP_TO_PASTURE_COST_FACTOR,FERTILISER_COST_PER_T,INITIAL_PRICE_SHIFT,IRRIG_COST_SCALE_FACTOR,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
+diet/BAU_nopa,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.3,0.35,0.05,0.3
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diff --git a/data/sims/diet_pa.csv b/data/sims/diet_pa.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7313bcf2c492988cbeaefaa9c065ea7e5f71efe8
--- /dev/null
+++ b/data/sims/diet_pa.csv
@@ -0,0 +1,211 @@
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diff --git a/data/sims/diet_singles_with_pa.csv b/data/sims/diet_singles_with_pa.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b10a6771ab6616a917f098e4746345689e99b73d
--- /dev/null
+++ b/data/sims/diet_singles_with_pa.csv
@@ -0,0 +1,5 @@
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diff --git a/data/sims/diet_singles_without_pa.csv b/data/sims/diet_singles_without_pa.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a61cfdfb73616e9450f0d448405533312c3a7a5c
--- /dev/null
+++ b/data/sims/diet_singles_without_pa.csv
@@ -0,0 +1,5 @@
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diff --git a/data/sims/workshop.csv b/data/sims/workshop.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d901df909155e8c91ea9699d2e45747ac8509a4
--- /dev/null
+++ b/data/sims/workshop.csv
@@ -0,0 +1,81 @@
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+workshop/prot,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326,0.15,0.1,0.01,2020,2025
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+workshop/prot,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818,0.15,0.1,0.01,2020,2025
+workshop/prot,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571,0.15,0.1,0.01,2020,2025
+workshop/prot,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118,0.15,0.1,0.01,2020,2025
+workshop/prot,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367,0.15,0.1,0.01,2020,2025
+workshop/prot,s9,1.1875,0.065625,1.3125,1.55,0.5625,0.00059375,0.2125,0.046875,0.7125,0.5125,0.055,0.08125,SSP2_v9_130325,0.9375,1.0375,0.001375,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.157894736842105,0.470760233918129,0.0380116959064327,0.333333333333333,0.15,0.1,0.01,2020,2025
+workshop/prot,s10,1.4375,0.028125,1.0625,2.15,0.8125,0.00046875,0.2625,0.059375,0.5625,0.5625,0.115,0.05625,SSP2_v9_130325,0.9875,0.9875,0.001875,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.307086614173228,0.303149606299213,0.0354330708661417,0.354330708661417,0.15,0.1,0.01,2020,2025
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+workshop/prot,s12,0.8125,0.034375,1.4375,1.85,0.9375,0.00065625,0.1375,0.040625,0.3375,0.5875,0.105,0.09375,SSP2_v9_130325,1.0625,1.0125,0.002125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.2,0.360606060606061,0.0575757575757576,0.381818181818182,0.15,0.1,0.01,2020,2025
+workshop/prot,s13,1.3125,0.059375,0.9375,1.45,1.4375,0.00040625,0.2375,0.065625,0.6375,0.4875,0.065,0.14375,SSP2_v9_130325,0.9625,0.9125,0.001125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.428571428571429,0.236842105263158,0.0413533834586466,0.293233082706767,0.15,0.1,0.01,2020,2025
+workshop/prot,s14,1.0625,0.046875,0.6875,2.05,1.1875,0.00053125,0.2875,0.028125,0.4875,0.4375,0.085,0.11875,SSP2_v9_130325,0.9125,1.0625,0.001625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.343283582089552,0.365671641791045,0.0373134328358209,0.253731343283582,0.15,0.1,0.01,2020,2025
+workshop/prot,s15,0.5625,0.071875,1.1875,1.65,0.6875,0.00028125,0.1875,0.053125,0.7875,0.5375,0.045,0.06875,SSP2_v9_130325,1.0125,0.9625,0.002625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.348837209302326,0.352713178294574,0.0891472868217054,0.209302325581395,0.15,0.1,0.01,2020,2025
+workshop/prot,s16,0.59375,0.0484375,1.34375,1.725,0.78125,0.000421875,0.20625,0.0671875,0.76875,0.48125,0.0725,0.134375,SSP2_v9_130325,0.93125,1.05625,0.0020625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.357142857142857,0.435185185185185,0.0568783068783069,0.150793650793651,0.15,0.1,0.01,2020,2025
+workshop/prot,s17,1.09375,0.0734375,0.84375,2.125,1.28125,0.000671875,0.10625,0.0421875,0.46875,0.58125,0.1125,0.084375,SSP2_v9_130325,1.03125,0.95625,0.0010625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.277070063694268,0.345541401273885,0.0429936305732484,0.334394904458599,0.15,0.1,0.01,2020,2025
+workshop/prot,s18,1.34375,0.0359375,0.59375,1.525,1.03125,0.000296875,0.15625,0.0546875,0.61875,0.53125,0.0525,0.059375,SSP2_v9_130325,1.08125,1.00625,0.0015625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.217241379310345,0.470689655172414,0.0327586206896552,0.279310344827586,0.15,0.1,0.01,2020,2025
+workshop/prot,s19,0.84375,0.0609375,1.09375,1.925,0.53125,0.000546875,0.25625,0.0296875,0.31875,0.43125,0.0925,0.109375,SSP2_v9_130325,0.98125,0.90625,0.0025625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.328402366863905,0.238165680473373,0.0517751479289941,0.381656804733728,0.15,0.1,0.01,2020,2025
+workshop/prot,s20,0.96875,0.0296875,0.96875,1.625,1.15625,0.000609375,0.23125,0.0484375,0.84375,0.50625,0.0425,0.096875,SSP2_v9_130325,0.95625,0.98125,0.0023125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.248344370860927,0.220198675496689,0.0645695364238411,0.466887417218543,0.15,0.1,0.01,2020,2025
diff --git a/debug_config.properties b/debug_config.properties
index 6a83555d035430987328ecba75d395b47cd1404c..4ca65a4f64ce74ee0a97fb3e8330b1882a2cd344 100644
--- a/debug_config.properties
+++ b/debug_config.properties
@@ -1,8 +1,6 @@
-BASE_DIR=.
+BASE_DIR=..
-#YIELD_DIR=/Users/peteralexander/Documents/LURG/LPJ/LPJGPLUM_expt1.1_1961-2015_PLUM6xtraWWSW_forED_20180304110457
YIELD_DIR=/Users/peteralexander/Documents/LURG/LPJ/LPJGPLUM_expt1.1_2006-2100_PLUM6xtra_20180412171654/rcp60
-#YIELD_DIR=/Users/peteralexander/Documents/LURG/LPJ/runs_20170925/LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925154752
# Properties for testing
CHANGE_YIELD_DATA_YEAR=true
@@ -12,38 +10,22 @@ DEBUG_COUNTRY_NAME=China
#MAX_IMPORT_CHANGE=0.0
#MARKET_ADJ_PRICE=false
-ORIG_LEAST_COST_MIN=false
+#ORIG_LEAST_COST_MIN=false
DEBUG_JUST_DEMAND_OUTPUT=false
-IS_CALIBRATION_RUN = false
-GENERATE_NEW_YIELD_CLUSTERS = false
-NUM_YIELD_CLUSTERS=200
+IS_CALIBRATION_RUN = true
+GENERATE_NEW_YIELD_CLUSTERS = true
+NUM_YIELD_CLUSTERS=500
USE_BIOENERGY_TRAJECTORY=true
ENABLE_GEN2_BIOENERGY=true
-#INITIAL_PRICE_SHIFT=3
-
-END_TIMESTEP=18
-TIMESTEP_SIZE=5
+END_TIMESTEP=8
+TIMESTEP_SIZE=1
INTERPOLATE_OUTPUT_YEARS = false
YIELD_FILENAME=yield.out
-AGRI_LAND_EXPANSION_COST_FACTOR=0.598864839488112
-ANNUAL_MAX_IMPORT_CHANGE=0.0144521138994884
-FERTILISER_COST_PER_T=1.74996893009364
-IRRIG_COST_SCALE_FACTOR=0.000315070463316282
-IRRIGATION_EFFICIENCY=0.456856935948328
-LAND_CHANGE_COST=0.2
-MIN_NATURAL_RATE=0.0445126831921568
-OTHER_INTENSITY_COST=0.56324510448156
-SSP_SCENARIO=SSP3_v9_130325
-TECHNOLOGY_CHANGE_ANNUAL_RATE=0.000182337114264667
-TRADE_BARRIER_ADJ=1.4404211095802
-TRANSPORT_COST=0.0426490208963119
-BIOENERGY_FUTURE_DEMAND_FILENAME=bioenergy_scenario_data.csv
-BIOENERGY_DEMAND_SCENARIO=SSP3_RCP60
diff --git a/scripts/runCalibAndPlum.sh b/scripts/runCalibAndPlum.sh
index 3c635f574ce00a873a3059c1cc985731976c39f7..34548e207d785d3d729e2da242941c5543659568 100755
--- a/scripts/runCalibAndPlum.sh
+++ b/scripts/runCalibAndPlum.sh
@@ -11,5 +11,5 @@ calibJob=${jobName}c
echo ""
echo $jobName, $calibJob
-qsub -N $calibJob /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh $1/calib
-qsub -N $jobName -hold_jid $calibJob /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh $1
+qsub -N $calibJob /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh -s $1/calib
+qsub -N $jobName -hold_jid $calibJob /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh -s $1
diff --git a/scripts/runPlum.sh b/scripts/runPlum.sh
index 61e76d9485599568a31bce0b2dfd4ef907ebb0e6..c2983c97ccb93882a752ccd6ad8704fa28ad48ea 100755
--- a/scripts/runPlum.sh
+++ b/scripts/runPlum.sh
@@ -4,32 +4,97 @@
#$ -l h_vmem=8G
#$ -R y
-if [ $# -lt 1 ]; then
- echo need 1 argument to specify config/output directory
- exit 0
+while getopts ":s:b:p:r:" opt; do
+ case ${opt} in
+ b )
+ build=${OPTARG}
+ ;;
+ s )
+ scenario=${OPTARG}
+ ;;
+ p )
+ prune=${OPTARG}
+ ;;
+ r )
+ r_summary=${OPTARG}
+ ;;
+ esac
+done
+
+echo SCENARIO $scenario
+if [ -z ${scenario+x} ];
+then
+ echo "scenario is unset"
+ exit -1
+fi
+
+build="${build:-.}"
+echo BUILD $build
+
+if [[ -e /exports/csce/eddie/geos/groups/LURG/models ]]; then
+ echo Edinburgh
+ . /etc/profile.d/modules.sh
+ module load java
+ GAMSPATH=/exports/csce/eddie/geos/groups/LURG/models/gams/gams24.7_linux_x64_64_sfx
+ PLUMPATH=/exports/csce/eddie/geos/groups/LURG/models/PLUM
fi
-. /etc/profile.d/modules.sh
-module load java
+if [[ $HNAME =~ "kea" ]]; then
+ module load app/gams/24.3.1
+ module load app/jdk/1.8.0
+ module list
+ GAMSPATH=/app/gams-24.3.1/gams24.3_linux_x64_64_sfx
+ PLUMPATH=$PWD
+fi
+
+if [[ $HNAME =~ "fh1" ]]; then
+ module load devel/jdk/1.8.0_102
+ module list
+ #kind of hardwired to my GAMS installation
+ GAMSPATH=~ku7787/software/gams/gams24.6_linux_x64_64_sfx
+ PLUMPATH=$PROJECT/PLUM
+fi
-PATH=$PATH:/exports/csce/eddie/geos/groups/LURG/models/gams/gams24.7_linux_x64_64_sfx
+PATH=$PATH:$GAMSPATH
export PATH
-buildver="$(cat /exports/csce/eddie/geos/groups/LURG/models/PLUM/classes/buildver)"
+classesdir=$PLUMPATH/$build/classes
+if [ ! -d "$classesdir" ]; then
+ echo $classesdir does not exist. Stopping!
+ exit -1
+fi
+
+buildver="$(cat $classesdir/buildver)"
+echo buildversion: $buildver
+
+scenariodir=$PLUMPATH/output/$scenario
+if [ ! -d "$scenariodir" ]; then
+ echo Directory for scenario $scenariodir does not exist. Stopping!
+ exit -1
+fi
+
+cd $scenariodir
echo "starting"
-java -Xmx1G -XX:+PrintGC -classpath /exports/csce/eddie/geos/groups/LURG/models/gams/gams24.7_linux_x64_64_sfx/apifiles/Java/api/GAMSJavaAPI.jar:/exports/csce/eddie/geos/groups/LURG/models/PLUM/classes -DBUILDVER=$buildver -DCONFIG_FILE=/exports/csce/eddie/geos/groups/LURG/models/PLUM/output/$1/config.properties ac.ed.lurg.ModelMain
+runcmd="java -Xmx1G -XX:+PrintGC -classpath $GAMSPATH/apifiles/Java/api/GAMSJavaAPI.jar:$classesdir -DBUILDVER=$buildver -DCONFIG_FILE=$scenariodir/config.properties ac.ed.lurg.ModelMain"
+echo $runcmd
+$runcmd
echo "finished"
-module load R
-R < /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/summariseLandUseOneSim.R --no-save --args $1
+if [[ $r_summary =~ "y" ]]; then
+ echo "Running R summarising script"
+ module load R
+ R < $PLUMPATH/plumv2/scripts/summariseLandUseOneSim.R --no-save --args $scenario
+else
+ echo "Not running R summarising script"
+fi
-if [[ $* == *-NoP* ]]; then
- echo "Not pruning outputs"
+if [[ $prune =~ "y" ]]; then
+ echo "Pruning outputs, to save disk space"
+ cd $scenariodir
+ tar -zcvf forLpjg.tar.gz 2*
+ $PLUMPATH/plumv2/scripts/pruneOutputs.sh $scenariodir
else
- echo "Pruning outputs, to save disk space"
- cd /exports/csce/eddie/geos/groups/LURG/models/PLUM/output/$1
- tar -zcvf forLpjg.tar.gz 2*
- /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/pruneOutputs.sh /exports/csce/eddie/geos/groups/LURG/models/PLUM/output/$1
+ echo "Not pruning outputs"
fi
diff --git a/scripts/scheduleHindScenarios.sh b/scripts/scheduleHindScenarios.sh
index f782019c81fe3e9ab86df1eae2faafba5b4c3f6a..7deb2182537b9d419da5bc192a0e1185cbc767ab 100755
--- a/scripts/scheduleHindScenarios.sh
+++ b/scripts/scheduleHindScenarios.sh
@@ -27,8 +27,8 @@ do
continue;
fi
- echo "qsub -N ${ensemble}_$scenario -hold_jid h_calib /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh hind1970/$ensemble/$scenario"
- qsub -N ${ensemble}_$scenario -hold_jid h_calib /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh hind1970/$ensemble/$scenario
+ echo "qsub -N ${ensemble}_$scenario -hold_jid h_calib /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh -s hind1970/$ensemble/$scenario"
+ qsub -N ${ensemble}_$scenario -hold_jid h_calib /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh -s hind1970/$ensemble/$scenario
# echo "/exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runCalibAndPlum.sh hind1970/$ensemble/$scenario"
# /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runCalibAndPlum.sh hind1970/$ensemble/$scenario
fi
diff --git a/scripts/scheduleScenarios.sh b/scripts/scheduleScenarios.sh
index f6656338aace6011f43d4ca5cd463afd1515ee7c..1c0b198229c0517aa7482852735ae4b738aeef37 100755
--- a/scripts/scheduleScenarios.sh
+++ b/scripts/scheduleScenarios.sh
@@ -29,8 +29,8 @@ do
jobName="$(echo $ensemble | sed 's,\.\/,,' | sed 's,\/,_,g')_$scenario"
- echo "qsub -hold_jid calib -N $jobName /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh $ensemble/$scenario"
- qsub -hold_jid calib -N $jobName /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh $ensemble/$scenario
+ echo "qsub -hold_jid calib -N $jobName /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh -s $ensemble/$scenario" -r y -p y
+ qsub -hold_jid calib -N $jobName /exports/csce/eddie/geos/groups/LURG/models/PLUM/plumv2/scripts/runPlum.sh -s $ensemble/$scenario -r y -p y
fi
done < $filename
diff --git a/src/ac/ed/lurg/ModelConfig.java b/src/ac/ed/lurg/ModelConfig.java
index c9b46ddc116fd9f04720392b3d0adc531b8f9e3c..2771e2a9f38bcee86485b01d538340b5ae17d414 100644
--- a/src/ac/ed/lurg/ModelConfig.java
+++ b/src/ac/ed/lurg/ModelConfig.java
@@ -99,7 +99,7 @@ public class ModelConfig {
// Directory information
public static final String BASE_DIR = getProperty("BASE_DIR"); // this must to be set in config file
- public static final String OUTPUT_DIR = getProperty("OUTPUT_DIR", BASE_DIR + File.separator + "output");
+ public static final String OUTPUT_DIR = getProperty("OUTPUT_DIR", System.getProperty("user.dir"));
public static final String TEMP_DIR = getProperty("TEMP_DIR", OUTPUT_DIR + File.separator + "GamsTmp");
public static final String DATA_DIR = getProperty("DATA_DIR", BASE_DIR + File.separator + "data");
public static final String GAMS_DIR = getProperty("GAMS_DIR", BASE_DIR + File.separator + "GAMS");
@@ -161,15 +161,16 @@ public class ModelConfig {
public static final String FPU_GROUPING_FILE = SPATIAL_DATA_DIR + File.separator + "fpuGrouping.txt";
public static final String IRRIG_MAX_WATER_FILENAME = getProperty("IRRIG_MAX_WATER_FILENAME", "gsirrigation.out");
public static final String IRRIG_RUNOFF_FILE = getProperty("IRRIG_RUNOFF_FILE", "tot_runoff.out");
- public static final String PROTECTED_AREAS_FILE = SPATIAL_DATA_DIR + File.separator + "protected_areas.txt";
+ public static final String PROTECTED_AREAS_FILE = SPATIAL_DATA_DIR + File.separator + "protected_areas_with_points.txt";
public static final String HIGH_SLOPE_AREAS_FILE = SPATIAL_DATA_DIR + File.separator + "maxcropfrac2.txt";
// Output
public static final String LAND_COVER_OUTPUT_FILE = OUTPUT_DIR + File.separator + "lc.txt";
public static final String PRICES_OUTPUT_FILE = OUTPUT_DIR + File.separator + "prices.txt";
public static final String DEMAND_OUTPUT_FILE = OUTPUT_DIR + File.separator + "demand.txt";
+ public static final String DOMESTIC_OUTPUT_FILE = OUTPUT_DIR + File.separator + "domestic.txt";
public static final boolean OUTPUT_FOR_LPJG = getBooleanProperty("OUTPUT_FOR_LPJG", true);
- public static final boolean INTERPOLATE_OUTPUT_YEARS = getBooleanProperty("INTERPOLATE_OUTPUT_YEARS", true);
+ public static final boolean INTERPOLATE_OUTPUT_YEARS = getBooleanProperty("INTERPOLATE_OUTPUT_YEARS", true);
// Calibration related stuff
public static final boolean IS_CALIBRATION_RUN = getBooleanProperty("IS_CALIBRATION_RUN", false);
@@ -236,17 +237,44 @@ public class ModelConfig {
public static final double TECHNOLOGY_CHANGE_ANNUAL_RATE = getDoubleProperty("TECHNOLOGY_CHANGE_ANNUAL_RATE", 0.002);
public static final int TECHNOLOGY_CHANGE_START_STEP = getIntProperty("TECHNOLOGY_CHANGE_START_STEP", 0);
- public static final boolean USE_BIOENERGY_TRAJECTORY = getBooleanProperty("USE_BIOENERGY_TRAJECTORY", false); // false is the old style, i.e. BIOENERGY_CHANGE_ANNUAL_RATE, BIOENERGY_CHANGE_START_YEAR and BIOENERGY_CHANGE_END_YEAR
+ public static final boolean USE_BIOENERGY_TRAJECTORY = getBooleanProperty("USE_BIOENERGY_TRAJECTORY", true); // false is the old style, i.e. BIOENERGY_CHANGE_ANNUAL_RATE, BIOENERGY_CHANGE_START_YEAR and BIOENERGY_CHANGE_END_YEAR
// original way to specify changes in bioenergy
public static final double BIOENERGY_CHANGE_ANNUAL_RATE = IS_CALIBRATION_RUN ? 0.0 : getDoubleProperty("BIOENERGY_CHANGE_ANNUAL_RATE", 0.10); // 6.2/2.31/20
public static final int BIOENERGY_CHANGE_START_YEAR = getIntProperty("BIOENERGY_CHANGE_START_YEAR", 2010);
public static final int BIOENERGY_CHANGE_END_YEAR = getIntProperty("BIOENERGY_CHANGE_END_YEAR", 2060);
// newer way
- public static final boolean ENABLE_GEN2_BIOENERGY = getBooleanProperty("ENABLE_GEN2_BIOENERGY", false);
+ public static final boolean ENABLE_GEN2_BIOENERGY = getBooleanProperty("ENABLE_GEN2_BIOENERGY", true);
public static final String BIOENERGY_DEMAND_SCENARIO = getProperty("BIOENERGY_DEMAND_SCENARIO", "BAU");
public static final double BIOENERGY_DEMAND_SHIFT = IS_CALIBRATION_RUN ? 1.0 : getDoubleProperty("BIOENERGY_DEMAND_SHIFT", 1.0);
// public static final double BIOENERGY_HEATING_VALUE_GJ_PER_T = getDoubleProperty("BIOENERGY_HEATING_VALUE_GJ_PER_T", 17.5); // GJ per t DM
+
+ //Dietary stuff
+ public static final boolean ACTIVE_DIETARY_SHIFT = getBooleanProperty("ACTIVE_DIETARY_SHIFT", false);
+ public static final int DIETARY_CHANGE_START_YEAR = getIntProperty("DIETARY_CHANGE_START_YEAR", 2010);
+ public static final int DIETARY_CHANGE_END_YEAR = getIntProperty("DIETARY_CHANGE_END_YEAR", 2050);
+ public static final double RUMINANT_CHANGE_ANNUAL_RATE = getDoubleProperty("RUMINANT_CHANGE_ANNUAL_RATE", 0.05);
+ public static final double MONOGASTRIC_CHANGE_ANNUAL_RATE = getDoubleProperty("MONOGASTRIC_CHANGE_ANNUAL_RATE", 0.05);
+ public static final boolean CONSTANT_DIET_LOW_INCOME = getBooleanProperty("CONSTANT_DIET_LOW_INCOME", false);
+ public static final boolean CONSTANT_DIET_HIGH_INCOME = getBooleanProperty("CONSTANT_DIET_HIGH_INCOME", false);
+ //below should all sum to zero
+ public static final double CEREALS_SUB_PROPORTION = getDoubleProperty("CEREALS_SUB_PROPORTION", 0.3);
+ public static final double PULSES_SUB_PROPORTION = getDoubleProperty("PULSES_SUB_PROPORTION", 0.35);
+ public static final double OILCROPS_SUB_PROPORTION = getDoubleProperty("OILCROPS_SUB_PROPORTION", 0.05);
+ public static final double STARCHY_ROOTS_SUB_PROPORTION = getDoubleProperty("STARCHY_ROOTS_SUB_PROPORTION", 0.3);
+
+ //RUGS limit yield in argentina
+ public static final boolean LIMIT_MAIZE_YIELD_SAMERICA = getBooleanProperty("LIMIT_MAIZE_YIELD_SAMERICA", false);
+ public static final double LIMIT_YIELD_BY = getDoubleProperty("LIMIT_YIELD_BY", 0.0);
+ //RUGS trade changes scenarios
+
+ public static final int TRADE_START_YEAR = getIntProperty("TRADE_START_YEAR", 2010);
+ public static final int TRADE_END_YEAR = getIntProperty("TRADE_END_YEAR", 2010);
+ public static final double TRADE_BARRIER_ANNUAL_CHANGE = getDoubleProperty("TRADE_BARRIER_ANNUAL_CHANGE", 0.0);
+ public static final double TRADE_LOSSES_ANNUAL_CHANGE = getDoubleProperty("TRADE_LOSSES_ANNUAL_CHANGE", 0.0);
+ public static final double TRADE_COSTS_ANNUAL_CHANGE = getDoubleProperty("TRADE_COSTS_ANNUAL_CHANGE", 0.0);
+
+
public static final double MARKET_LAMBA = getDoubleProperty("MARKET_LAMBA", 0.4); // controls international market price adjustment rate
public static final double POPULATION_AGGREG_LIMIT = getDoubleProperty("POPULATION_AGGREG_LIMIT", 30.0); // in millions, smaller countries are aggregated on a regional basis
@@ -269,7 +297,7 @@ public class ModelConfig {
public static final boolean ACTIVE_TRADE_BARRIERS = getBooleanProperty("ACTIVE_TRADE_BARRIERS", false); // if set to true read in barrier information from file, otherwise use default as above
public static final boolean PROTECTED_AREAS_ENABLED = getBooleanProperty("PROTECTED_AREAS_ENABLED", true);
- public static final double MIN_NATURAL_RATE = getDoubleProperty("MIN_NATURAL_RATE", 0.10);
+ public static final double MIN_NATURAL_RATE = getDoubleProperty("MIN_NATURAL_RATE", 0.05);
public static final double MAX_CHINA_LAND_EXPANSION_RATE = getDoubleProperty("MAX_CHINA_LAND_EXPANSION_RATE", 0.011*0.4); // 1.1% max forest change 40% of natural land is forest
public static final boolean DEBUG_JUST_DEMAND_OUTPUT = getBooleanProperty("DEBUG_JUST_DEMAND_OUTPUT", false);
@@ -280,6 +308,8 @@ public class ModelConfig {
public static final double PASTURE_MAX_IRRIGATION_RATE = getDoubleProperty("DEFAULT_MAX_IRRIGATION_RATE", 50.0); // shouldn't need this but some areas crops don't have a value, but was causing them to be selected
public static final int LPJG_TIMESTEP_SIZE = 5;
- public static final int NUM_YIELD_CLUSTERS = getIntProperty("NUM_YIELD_CLUSTERS", 5000);
+ public static final int NUM_YIELD_CLUSTERS = getIntProperty("NUM_YIELD_CLUSTERS", 8000);
public static final long RANDOM_SEED = getIntProperty("RANDOM_SEED", 1974329); // any number will do
+
+
}
diff --git a/src/ac/ed/lurg/ModelMain.java b/src/ac/ed/lurg/ModelMain.java
index c1bec652e34c6e7886382629e948e13ef7bb3e2f..54f5ee9d45e62dfecb38a4a49f20c8be25e7a5fb 100644
--- a/src/ac/ed/lurg/ModelMain.java
+++ b/src/ac/ed/lurg/ModelMain.java
@@ -21,6 +21,7 @@ import ac.ed.lurg.country.CompositeCountryManager;
import ac.ed.lurg.country.CountryAgent;
import ac.ed.lurg.country.CountryBoundaryRaster;
import ac.ed.lurg.country.CountryBoundaryReader;
+import ac.ed.lurg.country.CountryPrice;
import ac.ed.lurg.country.TradeManager;
import ac.ed.lurg.demand.AbstractDemandManager;
import ac.ed.lurg.demand.BaseConsumpManager;
@@ -73,6 +74,7 @@ public class ModelMain {
public static void main(String[] args) {
ModelMain theModel = new ModelMain();
+ System.out.println("Working Directory = " + System.getProperty("user.dir"));
theModel.setup();
theModel.run();
}
@@ -185,17 +187,19 @@ public class ModelMain {
private void writeLandCoverFile(Timestep timestep, RasterSet<LandUseItem> landUseRaster) {
try {
- StringBuffer sbHeadings = new StringBuffer("Year,Cropland,Pasture,ManForest,UnmanForest,Natural,EnergyCrop,FertCrop,IrrigCrop");
+ StringBuffer sbHeadings = new StringBuffer("Year,Cropland,Pasture,ManForest,UnmanForest,Natural,AbPasture,EnergyCrop,FertCrop,IrrigCrop");
BufferedWriter outputFile = getFileWriter(timestep, ModelConfig.LAND_COVER_OUTPUT_FILE, sbHeadings.toString());
StringBuffer sbData = new StringBuffer();
- sbData.append(String.format("%d,%.1f,%.1f,%.1f,%.1f,%.1f", timestep.getYear(),
+ sbData.append(String.format("%d,%.1f,%.1f,%.1f,%.1f,%.1f,%.1f", timestep.getYear(),
LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.CROPLAND),
LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.PASTURE),
LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.MANAGED_FOREST),
LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.UNMANAGED_FOREST),
- LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.OTHER_NATURAL)));
-
+ LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.OTHER_NATURAL),
+ LandUseItem.getAbandonedPasture(landUseRaster.values()))
+ );
+
sbData.append(String.format(",%.1f", LandUseItem.getTotalCropArea(landUseRaster.values(), CropType.ENERGY_CROPS)));
sbData.append(String.format(",%.1f", LandUseItem.getFertiliserTotal(landUseRaster.values(), CropType.getCropsLessPasture()) / 1000));
sbData.append(String.format(",%.1f", LandUseItem.getIrrigationTotal(landUseRaster.values(), CropType.getCropsLessPasture())));
@@ -245,12 +249,58 @@ public class ModelMain {
LogWriter.print(e);
}
}
+
+
+private void writeDomesticProductionFile(Timestep timestep) {
+ try {
+ StringBuffer sbHeadings = new StringBuffer("Year, Country, Crop, Area, Production, Production_cost, Export_price, Import_price, Net_imports, Net_import_cost, Feed_amount");
+ BufferedWriter outputFile = getFileWriter(timestep, ModelConfig.DOMESTIC_OUTPUT_FILE, sbHeadings.toString());
+
+ for (CropType crop : CropType.getAllItems()) {
+ for (CountryAgent country : countryAgents) {
+
+ Map<CropType, CropUsageData> cropUsageAllCrops = country.getCropUsageData();
+ CropUsageData cropUsage = cropUsageAllCrops.get(crop);
+
+ Double prodCosts = cropUsage.getProdCost();
+ Double prod = cropUsage.getProduction();
+ Double area = cropUsage.getArea();
+ Double feedAmount = cropUsage.getMonogastricFeed() + cropUsage.getRuminantFeed();
+
+ Double importPrice = null;
+ Double exportPrice = null;
+ Double netImportCost = null;
+ Double netImports = null;
+
+ if (crop.isImportedCrop()) {
+ CountryPrice px = country.getCurrentCountryPrices().get(crop);
+ importPrice = px.getImportPrice();
+ exportPrice = px.getExportPrice();
+ netImportCost = cropUsage.getNetImportCost();
+ netImports = cropUsage.getNetImports();
+ }
+
+ StringBuffer sbData = new StringBuffer();
+ sbData.append(String.format("%d,%s, %s", timestep.getYear(), country.getCountry(), crop.getGamsName()));
+ sbData.append(String.format(",%.3f,%.3f,%.3f,%.3f,%.3f,%.3f,%.3f,%.3f", area, prod, prodCosts, importPrice, exportPrice, netImports, netImportCost, feedAmount));
+
+ outputFile.write(sbData.toString());
+ outputFile.newLine();
+ }
+ }
+ outputFile.close();
+
+ } catch (IOException e) {
+ LogWriter.print(e);
+ }
+ }
private void outputTimestepResults(Timestep timestep, RasterSet<LandUseItem> landUseRaster) {
writeLandCoverFile(timestep, landUseRaster);
writeGlobalMarketFile(timestep);
writeDemandFile(timestep);
+ writeDomesticProductionFile(timestep);
if (ModelConfig.OUTPUT_FOR_LPJG) {
for (int outputYear : timestep.getYearsFromLast()) {
@@ -447,6 +497,7 @@ public class ModelMain {
areasItem.setCropFraction(CropType.WHEAT, 0.5); // random start as don't have better data
areasItem.setCropFraction(CropType.MAIZE, 0.5);
areasItem.setProtectedArea(landCover.getProtectedArea());
+ areasItem.setUnavailableFract(landCover.getUnavailableFract());
landUseRaster.put(key, areasItem);
}
diff --git a/src/ac/ed/lurg/country/CompositeCountry.java b/src/ac/ed/lurg/country/CompositeCountry.java
index db22abd7db63baf2c654847eeac13e664cb4292a..16286ba51ad3f4e9d58ebf23ff697512ded54c7a 100644
--- a/src/ac/ed/lurg/country/CompositeCountry.java
+++ b/src/ac/ed/lurg/country/CompositeCountry.java
@@ -4,15 +4,21 @@ package ac.ed.lurg.country;
public class CompositeCountry {
private String name;
+ private String region;
- public CompositeCountry (String name) {
+ public CompositeCountry (String name, String region) {
super();
this.name = name;
+ this.region = region;
}
public String getName() {
return name;
}
+
+ public String getRegion() {
+ return region;
+ }
@Override
public String toString() {
diff --git a/src/ac/ed/lurg/country/CompositeCountryManager.java b/src/ac/ed/lurg/country/CompositeCountryManager.java
index b53d2f2fe34184c37a82b2ade8037cc5627c1e85..71707d65829edefb48967921b0f190ad2d7b80a0 100644
--- a/src/ac/ed/lurg/country/CompositeCountryManager.java
+++ b/src/ac/ed/lurg/country/CompositeCountryManager.java
@@ -35,6 +35,7 @@ public class CompositeCountryManager {
return row.get("PlumGroup");
}
+
private void populate(BaseConsumpManager baseConsumpManager) {
mapFromSingleCountry = new HashMap<SingleCountry, CompositeCountry>();
@@ -44,11 +45,11 @@ public class CompositeCountryManager {
CompositeCountry cc;
if (ModelConfig.PREDEFINED_COUNTRY_GROUPING)
- cc = getForName(getCountryGroup(c));
+ cc = getForName(getCountryGroup(c),c.getRegion());
else if (baseConsumpManager.getPopForGrouping(c) < ModelConfig.POPULATION_AGGREG_LIMIT || countryExclusionList.contains(c.getCountryName()))
- cc = getForName(c.getRegion() + "_other");
+ cc = getForName(c.getRegion() + "_other", c.getRegion());
else
- cc = getForName(c.getCountryName());
+ cc = getForName(c.getCountryName(),c.getRegion());
mapFromSingleCountry.put(c, cc);
}
@@ -56,11 +57,11 @@ public class CompositeCountryManager {
mapFromCompositeCountry = CollectionHelper.invertMap(mapFromSingleCountry);
}
- private CompositeCountry getForName(String name) {
+ private CompositeCountry getForName(String name, String region) {
CompositeCountry cc = mapFromName.get(name);
if (cc == null) {
- cc = new CompositeCountry(name);
+ cc = new CompositeCountry(name, region);
mapFromName.put(name, cc);
}
return cc;
@@ -77,4 +78,11 @@ public class CompositeCountryManager {
public Collection<SingleCountry> getAllForCompositeCountry(CompositeCountry cc) {
return mapFromCompositeCountry.get(cc);
}
+
+ public String getIncomeGroup(SingleCountry aCountry) {
+ Map<String, String> queryMap = new HashMap<String, String>();
+ queryMap.put("Country", aCountry.getCountryName());
+ Map<String, String> row = countryGroups.querySingle(queryMap);
+ return row.get("IncomeGroup");
+ }
}
diff --git a/src/ac/ed/lurg/country/CountryAgent.java b/src/ac/ed/lurg/country/CountryAgent.java
index 30da96b764e030e806ba47558791675f17def9e1..e17129294465360a4ce45f9b5d4b006889bd5dfb 100644
--- a/src/ac/ed/lurg/country/CountryAgent.java
+++ b/src/ac/ed/lurg/country/CountryAgent.java
@@ -20,6 +20,7 @@ import ac.ed.lurg.landuse.LandUseItem;
import ac.ed.lurg.types.CommodityType;
import ac.ed.lurg.types.CropType;
import ac.ed.lurg.types.LandCoverType;
+import ac.ed.lurg.types.YieldType;
import ac.ed.lurg.utils.LogWriter;
import ac.ed.lurg.utils.cluster.Cluster;
import ac.ed.lurg.utils.cluster.KMeans;
@@ -106,7 +107,18 @@ public class CountryAgent {
currentProjectedDemand = demandManager.getDemand(country, timestep.getYear());
currentCountryPrices = calculateCountryPrices(worldPrices);
-
+ if(ModelConfig.LIMIT_MAIZE_YIELD_SAMERICA & country.getRegion().equals("Latin America & Caribbean")){
+ for (Entry<RasterKey, YieldResponsesItem> entry : countryYieldSurfaces.entrySet()) {
+ YieldResponsesItem yresp = entry.getValue();
+ if (yresp != null){
+ for (YieldType yt : YieldType.values()) {
+ double prevYield = yresp.getYield(yt, CropType.MAIZE);
+ yresp.setYield(yt,CropType.MAIZE, prevYield*(1-ModelConfig.LIMIT_YIELD_BY));
+ }
+ }
+ }
+ }
+
if (currentProjectedDemand.size() == 0) {
LogWriter.printlnError("No demand for country " + country + " so skipping it");
}
@@ -201,6 +213,10 @@ public class CountryAgent {
public Map<CommodityType, Double> getCurrentProjectedDemand() {
return currentProjectedDemand;
}
+
+ public Map<CropType, CountryPrice> getCurrentCountryPrices() {
+ return currentCountryPrices;
+ }
private GamsRasterInput getGamsRasterInput(RasterSet<IrrigationItem> irrigData, YieldRaster countryYieldSurfaces, double gen2EcIncrease) {
double allowedImportChange;
@@ -261,12 +277,12 @@ public class CountryAgent {
return minCerealFraction;
}
- Map<CropType, CountryPrice> calculateCountryPrices(Map<CropType, GlobalPrice> worldPrices){
+ private Map<CropType, CountryPrice> calculateCountryPrices(Map<CropType, GlobalPrice> worldPrices){
Map<CropType, CountryPrice> countryPrices = new HashMap <CropType, CountryPrice>();
for (CropType c : CropType.getImportedTypes()) {
GlobalPrice worldPrice = worldPrices.get(c);
- CountryPrice prices = new CountryPrice(worldPrice.getCountryImportPrice(tradeBarriers.get(c)), worldPrice.getExportPrice());
+ CountryPrice prices = new CountryPrice(worldPrice.getCountryImportPrice(tradeBarriers.get(c), currentTimestep.getYear()), worldPrice.getExportPrice());
countryPrices.put(c, prices);
}
diff --git a/src/ac/ed/lurg/country/CountryManager.java b/src/ac/ed/lurg/country/CountryManager.java
index 7ac32b527186ae27709f347ac69637d11db7deeb..ec90f2ef52ae8b7155d84434e55e1b5f649e4ae4 100644
--- a/src/ac/ed/lurg/country/CountryManager.java
+++ b/src/ac/ed/lurg/country/CountryManager.java
@@ -13,6 +13,7 @@ public class CountryManager {
private static final int NAME_COL = 0;
private static final int CHAR_CODE_COL = 1;
private static final int REGION_COL = 2;
+ private static final int INCOME_COL = 3;
private static final int NUM_CODE_COL = 4;
private final Map<String, SingleCountry> nameMap = new HashMap<String, SingleCountry>();
@@ -31,7 +32,7 @@ public class CountryManager {
String filename = ModelConfig.COUNTRY_CODES_FILE;
try {
BufferedReader fitReader = new BufferedReader(new FileReader(filename));
- String line, name, charCode, region;
+ String line, name, charCode, region, incomeGroup;
int numCode;
fitReader.readLine(); // read header
@@ -45,8 +46,9 @@ public class CountryManager {
charCode = tokens[CHAR_CODE_COL];
region = tokens[REGION_COL];
numCode = Integer.parseInt(tokens[NUM_CODE_COL]);
+ incomeGroup = tokens[INCOME_COL];
- SingleCountry c = new SingleCountry(name, charCode, numCode, region);
+ SingleCountry c = new SingleCountry(name, charCode, numCode, region, incomeGroup);
nameMap.put(name, c);
numCodeMap.put(numCode, c);
}
diff --git a/src/ac/ed/lurg/country/GlobalPrice.java b/src/ac/ed/lurg/country/GlobalPrice.java
index c8dcc1a5f8b42b11cc1c75fbe324d6838fe9db8c..8de8ff96f470d00002a33edc4e799436a008abc4 100644
--- a/src/ac/ed/lurg/country/GlobalPrice.java
+++ b/src/ac/ed/lurg/country/GlobalPrice.java
@@ -22,8 +22,20 @@ public class GlobalPrice {
return exportPrice;
}
- public double getCountryImportPrice(double countryTradeBarrier) {
- double importPrice = (exportPrice * (1.0 + countryTradeBarrier*ModelConfig.TRADE_BARRIER_ADJ) / (1.0 - ModelConfig.TRANSPORT_LOSSES)) + ModelConfig.TRANSPORT_COST;
+ public double getCountryImportPrice(double countryTradeBarrier, int year) {
+
+ double tradeBarAdj =0;
+ double tradeLossAdj = 0;
+ double tradeCostAdj = 0;
+ int yearsOfChange = Math.min(ModelConfig.TRADE_END_YEAR - ModelConfig.TRADE_START_YEAR, year - ModelConfig.TRADE_START_YEAR);
+
+ if (yearsOfChange>0) {
+ tradeBarAdj = yearsOfChange * ModelConfig.TRADE_BARRIER_ANNUAL_CHANGE;
+ tradeLossAdj = yearsOfChange * ModelConfig.TRADE_LOSSES_ANNUAL_CHANGE;
+ tradeCostAdj = yearsOfChange * ModelConfig.TRADE_COSTS_ANNUAL_CHANGE;
+ }
+
+ double importPrice = (exportPrice * (1.0 + countryTradeBarrier*ModelConfig.TRADE_BARRIER_ADJ+tradeBarAdj) / (1.0 - ModelConfig.TRANSPORT_LOSSES+tradeLossAdj)) + ModelConfig.TRANSPORT_COST+tradeCostAdj;
return importPrice;
}
diff --git a/src/ac/ed/lurg/country/SingleCountry.java b/src/ac/ed/lurg/country/SingleCountry.java
index 724bdf2d09d140e808993ac6ef619941c89b5ab8..759dd7c8b135aff8aed14b98ec31a57777f408de 100644
--- a/src/ac/ed/lurg/country/SingleCountry.java
+++ b/src/ac/ed/lurg/country/SingleCountry.java
@@ -6,13 +6,15 @@ public class SingleCountry {
private String iso3CharCode;
private int iso3NumCode;
private String region;
+ private String incomeGroup;
- public SingleCountry(String countryName, String iso3CharCode, int iso3NumCode, String region) {
+ public SingleCountry(String countryName, String iso3CharCode, int iso3NumCode, String region, String incomeGroup) {
super();
this.countryName = countryName;
this.iso3CharCode = iso3CharCode;
this.iso3NumCode = iso3NumCode;
this.region = region;
+ this.incomeGroup = incomeGroup;
}
public String getIso3CharCode() {
@@ -30,6 +32,10 @@ public class SingleCountry {
public String getRegion() {
return region;
}
+
+ public String getIncomeGroup(){
+ return incomeGroup;
+ }
@Override
public String toString() {
diff --git a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
index d8c43b7377f7518b3a00d84cf7c093dca97f6733..d1e5c2dd171973ef5b9c04b02b208258ebce8b5d 100644
--- a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
@@ -317,16 +317,21 @@ public class GamsLocationOptimiser {
GAMSVariable varRuminantFeed = outDB.getVariable("ruminantFeed");
GAMSVariable varMonogastricFeed = outDB.getVariable("monogastricFeed");
GAMSParameter parmNetImports = outDB.getParameter("netImportAmount");
+ GAMSParameter parmNetImportCost = outDB.getParameter("netImportCost");
GAMSVariable varYields = outDB.getVariable("yield");
GAMSVariable varUnitEnergies = outDB.getVariable("unitCost");
GAMSParameter parmProd = outDB.getParameter("totalProd");
GAMSParameter parmProdCost = outDB.getParameter("totalProdCost");
GAMSParameter parmCroplandArea = outDB.getParameter("totalCropland");
GAMSParameter parmTotalArea = outDB.getParameter("totalArea");
-
+ GAMSVariable varTotalCost = outDB.getVariable("total_cost");
+ GAMSParameter varTotalCostLessLU = outDB.getParameter("totalCostsLessLU");
+
+ LogWriter.println("total cost " + varTotalCost.getFirstRecord().getLevel() + " total cost less LU " + varTotalCostLessLU.findRecord().getValue());
+
double totalCropArea = 0;
double totalPastureArea = 0;
- double area, fertIntensity, irrigIntensity, otherIntensity = Double.NaN, ruminantFeed, monogastricFeed, netImport, yield, unitCost, prod, prodCost;
+ double area, fertIntensity, irrigIntensity, otherIntensity = Double.NaN, ruminantFeed, monogastricFeed, netImport, netImportCost, yield, unitCost, prod, prodCost;
final LazyHashMap<Integer, LandUseItem> landUses = new LazyHashMap<Integer, LandUseItem>() {
protected LandUseItem createValue() { return new LandUseItem(); }
@@ -354,12 +359,13 @@ public class GamsLocationOptimiser {
ruminantFeed = cropType.isFeedCrop() ? varRuminantFeed.findRecord(itemName).getLevel() : 0;
monogastricFeed = cropType.isFeedCrop() ? varMonogastricFeed.findRecord(itemName).getLevel() : 0;
netImport = cropType.isImportedCrop() ? getParmValue(parmNetImports, itemName) : 0;
+ netImportCost = cropType.isImportedCrop() ? getParmValue(parmNetImportCost, itemName) : 0;
prod = getParmValue(parmProd, itemName);
prodCost = getParmValue(parmProdCost, itemName);
double totalArea = getParmValue(parmTotalArea, itemName);
- cropUsageData.put(cropType, new CropUsageData(ruminantFeed, monogastricFeed, netImport, prod, prodCost));
- if (DEBUG) LogWriter.println(String.format("\n%s:\tarea= %.1f,\tfeedAmount= %.1f,\tnetImports= %.3f,\tprod= %.3f,\tprodCost= %.3f,\tprodCostRate= %.3f", itemName, totalArea, ruminantFeed+monogastricFeed, netImport, prod, prodCost, prodCost/prod));
+ cropUsageData.put(cropType, new CropUsageData(ruminantFeed, monogastricFeed, netImport, netImportCost, prod, prodCost, totalArea));
+ if (DEBUG) LogWriter.println(String.format("\n%s:\tarea= %.1f,\tfeedAmount= %.1f,\tnetImports= %.3f,\tnetImportCost= %.3f,\tprod= %.3f,\tprodCost= %.3f,\tprodCostRate= %.3f", itemName, totalArea, ruminantFeed+monogastricFeed, netImport, netImportCost, prod, prodCost, prodCost/prod));
}
LandUseItem landUseItem = landUses.lazyGet(locId);
@@ -385,10 +391,12 @@ public class GamsLocationOptimiser {
for (CropType meatTypes : CropType.getMeatTypes()) {
netImport = getParmValue(parmNetImports, meatTypes.getGamsName());
+ netImportCost= getParmValue(parmNetImportCost, meatTypes.getGamsName());
prod = getParmValue(parmProd, meatTypes.getGamsName());
-
- cropUsageData.put(meatTypes, new CropUsageData(0.0, 0.0, netImport, prod, Double.NaN));
- if (DEBUG) LogWriter.println(String.format("\n%s:\t\t\t\t\tnetImports= %.3f,\tprod= %.3f", meatTypes.getGamsName(), netImport, prod));
+ prodCost = getParmValue(parmProdCost, meatTypes.getGamsName());
+
+ cropUsageData.put(meatTypes, new CropUsageData(0.0, 0.0, netImport, netImportCost, prod, prodCost, Double.NaN));
+ if (DEBUG) LogWriter.println(String.format("\n%s:\t\t\t\t\tnetImports= %.3f,tnetImportCost= %.3f,\tprod= %.3f,\tprodCost= %.3f", meatTypes.getGamsName(), netImport, netImportCost, prod, prodCost));
}
LogWriter.println(String.format("\n%s %s: Total area= %.1f (crop=%.1f, pasture %.1f)",
inputData.getCountryInput().getCountry(), inputData.getTimestep().getYear(),
diff --git a/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java b/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
index 7200115bf530337718a1f0a5b4caa6fdead15b32..0d576a6e1a3139b1fc63a39196aea6a4af1675b6 100644
--- a/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
@@ -158,7 +158,7 @@ public class GamsRasterOptimiser {
LogWriter.println("pastureFromNatural" + pastureFromNatural);
LogWriter.println("cropFromNatural" + cropFromNatural);
}
-
+
allocAllLandCropsTop(newLandUseRaster, keys, LandCoverType.PASTURE, LandCoverType.MANAGED_FOREST, pastureFromNatural * prevForestToNaturalFraction * prevForestManagedFraction, locId);
allocAllLandCropsTop(newLandUseRaster, keys, LandCoverType.PASTURE, LandCoverType.UNMANAGED_FOREST, pastureFromNatural * prevForestToNaturalFraction * (1-prevForestManagedFraction), locId);
allocAllLandCropsTop(newLandUseRaster, keys, LandCoverType.PASTURE, LandCoverType.OTHER_NATURAL, pastureFromNatural * (1-prevForestToNaturalFraction), locId);
@@ -176,6 +176,7 @@ public class GamsRasterOptimiser {
newLandUseItem.setCropFraction(crop, newLandUseAggItem.getCropFraction(crop));
newLandUseItem.setIntensity(crop, newLandUseAggItem.getIntensity(crop)); // intensities constant over single aggregated land category
}
+
}
}
}
diff --git a/src/ac/ed/lurg/demand/AbstractDemandManager.java b/src/ac/ed/lurg/demand/AbstractDemandManager.java
index c18b682f23296a65889ab4ec570a6588fc23aa54..baeebe723ef09c71dbb722e5adda8b974360bfc9 100644
--- a/src/ac/ed/lurg/demand/AbstractDemandManager.java
+++ b/src/ac/ed/lurg/demand/AbstractDemandManager.java
@@ -20,38 +20,44 @@ public abstract class AbstractDemandManager {
public AbstractDemandManager(CompositeCountryManager compositeCountryManager) {
this.compositeCountryManager = compositeCountryManager;
- bioenergyDemandManager = new BioenergyDemandManager();
+ bioenergyDemandManager = new BioenergyDemandManager();
cerealFractionsManager = new CerealFractionsManager(compositeCountryManager);
}
public Map<CommodityType, Double> getDemand(CompositeCountry cc, int year) {
- if (!ModelConfig.CHANGE_DEMAND_YEAR)
+ if (!ModelConfig.CHANGE_DEMAND_YEAR)
year = ModelConfig.BASE_YEAR;
Map<CommodityType, Double> demandMap = new HashMap<CommodityType, Double>();
-
+ Map<CommodityType, Double> foodDemandMap;
+
for (SingleCountry c : compositeCountryManager.getAllForCompositeCountry(cc)) {
- Map<CommodityType, Double> foodDemandMap = getFoodDemand(c, year);
+
+ foodDemandMap = getFoodDemand(c, year);
for (CommodityType commodity : CommodityType.getAllItems()) {
+
Double food = foodDemandMap.get(commodity);
double bioenergy = bioenergyDemandManager.getFirstGenBioenergyDemand(c, year, commodity);
- // LogWriter.println(String.format("Country %s comm %s: %f", country, commodity, bioenergy));
-
- double newDemand = ((food==null ? 0.0 : food.doubleValue()) + bioenergy) * (1.0 + commodity.getSeedWasteRate());
+ // LogWriter.println(String.format("Country %s comm %s: %f",
+ // country, commodity, bioenergy));
+
+ double newDemand = ((food == null ? 0.0 : food.doubleValue()) + bioenergy)
+ * (1.0 + commodity.getSeedWasteRate());
Double prevDemand = demandMap.get(commodity);
if (prevDemand != null)
- newDemand += prevDemand.doubleValue(); // aggregate if composite country
+ newDemand += prevDemand.doubleValue(); // aggregate if
+ // composite country
demandMap.put(commodity, newDemand);
}
}
-
+
return demandMap;
}
-
+
abstract Map<CommodityType, Double> getFoodDemand(SingleCountry c, int year);
public double getSecondGenBioenergyDemand(Timestep timestep) {
@@ -64,4 +70,49 @@ public abstract class AbstractDemandManager {
public Map<CropType, Double> getBaseCerealFraction(CompositeCountry cc) {
return cerealFractionsManager.getBaseCerealFraction(cc);
}
+
+ public Map<CommodityType, Double> dietaryAdjustment(Map<CommodityType, Double> originalFoodDemandMap, int year) {
+
+ int yearsOfChange = Math.min(ModelConfig.DIETARY_CHANGE_END_YEAR - ModelConfig.DIETARY_CHANGE_START_YEAR,
+ year - ModelConfig.DIETARY_CHANGE_START_YEAR);
+ double monoDemandAdj = yearsOfChange > 0 ? (yearsOfChange * CommodityType.MONOGASTRICS.demandChangeRate()) : 0.0;
+ double rumDemandAdj = yearsOfChange > 0 ? (yearsOfChange * CommodityType.RUMINANTS.demandChangeRate()) : 0.0;
+
+ Double monogastricDemand = originalFoodDemandMap.get(CommodityType.MONOGASTRICS);
+ double monogastricEnergyShortfall = (monogastricDemand != null)
+ ? monogastricDemand * monoDemandAdj * CommodityType.MONOGASTRICS.getEJPerMT() : 0.0;
+
+ Double ruminantDemand = originalFoodDemandMap.get(CommodityType.RUMINANTS);
+ double ruminantsEnergyShortfall = (ruminantDemand != null)
+ ? ruminantDemand * rumDemandAdj * CommodityType.RUMINANTS.getEJPerMT() : 0.0;
+
+ Map<CommodityType, Double> updatedFoodDemandMap = new HashMap<CommodityType, Double>();
+
+ for (CommodityType commodity : CommodityType.getAllItems()) {
+ Double originalCommodityDemand = originalFoodDemandMap.get(commodity);
+
+ if (originalCommodityDemand != null) {
+ if (commodity.isAnimalProduct()) {
+ double adj = yearsOfChange > 0 ? (yearsOfChange * commodity.demandChangeRate()) : 0.0;
+ updatedFoodDemandMap.put(commodity,
+ originalCommodityDemand*(1-adj));
+ } else {
+ updatedFoodDemandMap.put(commodity,
+ originalCommodityDemand
+ + commodity.getMeatSubstitutionProportion() * ruminantsEnergyShortfall
+ / commodity.getEJPerMT()
+ + commodity.getMeatSubstitutionProportion() * monogastricEnergyShortfall
+ / commodity.getEJPerMT());
+
+ }
+ }
+
+ }
+
+// LogWriter.println("mono demand adj " + monoDemandAdj +" rum demand adj " + rumDemandAdj + " year " + year + " years of change " + yearsOfChange + " mono shortfall " + monogastricEnergyShortfall + "ruminant shortfall " + ruminantsEnergyShortfall);
+// LogWriter.println("original map " + originalFoodDemandMap);
+// LogWriter.println("updated map " + updatedFoodDemandMap);
+ return updatedFoodDemandMap;
+ }
+
}
diff --git a/src/ac/ed/lurg/demand/DemandManagerFromFile.java b/src/ac/ed/lurg/demand/DemandManagerFromFile.java
index db2b2dc312d62dda7e5298398ece35384e957a94..261e7ec1b05f63ba0dfacbb10a66ed52349c0399 100644
--- a/src/ac/ed/lurg/demand/DemandManagerFromFile.java
+++ b/src/ac/ed/lurg/demand/DemandManagerFromFile.java
@@ -42,6 +42,10 @@ public class DemandManagerFromFile extends AbstractDemandManager {
LogWriter.println("Problem finding food demand: " + commodity.getFaoName() + ", " + year + ", " + c.getCountryName());
}
}
- return foodDemandMap;
+
+ if(!ModelConfig.ACTIVE_DIETARY_SHIFT){
+ return foodDemandMap;
+ }
+ return dietaryAdjustment(foodDemandMap, year);
}
}
\ No newline at end of file
diff --git a/src/ac/ed/lurg/demand/DemandManagerSSP.java b/src/ac/ed/lurg/demand/DemandManagerSSP.java
index d9c1d282ed37363f5093b82f4d24966180d0ff9e..61641d12d0daf0deef4857946c876137f5c75ad6 100644
--- a/src/ac/ed/lurg/demand/DemandManagerSSP.java
+++ b/src/ac/ed/lurg/demand/DemandManagerSSP.java
@@ -35,15 +35,27 @@ public class DemandManagerSSP extends AbstractDemandManager {
LogWriter.printlnError(String.format("No baseSspData or ssp for %s, baseYr:%d, year:%d, %s, base:%s, sd:%s. Skipping", ssp_scenario, ModelConfig.BASE_YEAR, year, c.getCountryName(), baseSspData, sd));
return foodDemandMap;
}
+
+ double gdpPcYear;
+ if((ModelConfig.CONSTANT_DIET_HIGH_INCOME & c.getIncomeGroup().toLowerCase().contains("high")) ||
+ (ModelConfig.CONSTANT_DIET_LOW_INCOME & !c.getIncomeGroup().toLowerCase().contains("high")))
+ gdpPcYear = baseSspData.getGdpPc();
+
+ else gdpPcYear= sd.getGdpPc();
+
LogWriter.println("Got ssp data for " + c.getCountryName() + " of " + sd);
for (CommodityType commodity : CommodityType.getAllItems()) {
ModelFitType fitType = commodity.isAnimalProduct() ? ModelConfig.DEMAND_ANIMAL_PROD_FIT : ModelConfig.DEMAND_NON_ANIMAL_PROD_FIT;
DemandCurve dc = demandCurveManager.get(commodity, fitType);
- double cpc = dc.getConsumptionPc(baseSspData.getGdpPc(), baseConsumpManager.get(c, commodity), sd.getGdpPc() * ModelConfig.SSP_GDP_PC_FACTOR);
+ double cpc = dc.getConsumptionPc(baseSspData.getGdpPc(), baseConsumpManager.get(c, commodity), gdpPcYear * ModelConfig.SSP_GDP_PC_FACTOR);
double d = cpc * sd.getPopulation() * ModelConfig.SSP_POPULATION_FACTOR;
foodDemandMap.put(commodity, d);
}
- return foodDemandMap;
+
+ if(!ModelConfig.ACTIVE_DIETARY_SHIFT){
+ return foodDemandMap;
+ }
+ return dietaryAdjustment(foodDemandMap, year);
}
}
\ No newline at end of file
diff --git a/src/ac/ed/lurg/landuse/CropUsageData.java b/src/ac/ed/lurg/landuse/CropUsageData.java
index 76793ab4d242c6a7b8bbe791bc65d0fd667d04bd..a1ba8519dbec0aea2a331933f254243615e95f70 100644
--- a/src/ac/ed/lurg/landuse/CropUsageData.java
+++ b/src/ac/ed/lurg/landuse/CropUsageData.java
@@ -5,16 +5,20 @@ public class CropUsageData {
private double ruminantFeed;
private double monogastricFeed;
private double netImports;
+ private double netImportCost;
private double prod;
private double prodCost;
+ private double area;
- public CropUsageData(double ruminantFeed, double monogastricFeed, double netImports, double prod, double prodCost) {
+ public CropUsageData(double ruminantFeed, double monogastricFeed, double netImports, double netImportCost, double prod, double prodCost, double area) {
super();
this.ruminantFeed = ruminantFeed;
this.monogastricFeed = monogastricFeed;
this.netImports = netImports;
+ this.netImportCost=netImportCost;
this.prod = prod;
this.prodCost = prodCost;
+ this.area= area;
}
public double getRuminantFeed() {
@@ -28,6 +32,10 @@ public class CropUsageData {
public double getNetImports() {
return netImports;
}
+
+ public double getNetImportCost() {
+ return netImportCost;
+ }
public double getProduction() {
return prod;
@@ -45,4 +53,8 @@ public class CropUsageData {
public void updateNetImports(double netImports) {
this.netImports = netImports;
}
+
+ public double getArea(){
+ return area;
+ }
}
diff --git a/src/ac/ed/lurg/landuse/CropUsageReader.java b/src/ac/ed/lurg/landuse/CropUsageReader.java
index 3973d849e01701e9bddf13f19915b496f5709cc9..c7470476a7246cd758b9ed3aff9bc26fbb7f2d34 100644
--- a/src/ac/ed/lurg/landuse/CropUsageReader.java
+++ b/src/ac/ed/lurg/landuse/CropUsageReader.java
@@ -33,7 +33,7 @@ public class CropUsageReader {
LazyHashMap<CompositeCountry, Map<CropType, CropUsageData>> commodityMap = new LazyHashMap<CompositeCountry, Map<CropType, CropUsageData>>() {
protected Map<CropType, CropUsageData> createValue() {
Map<CropType, CropUsageData> countryData = new HashMap<CropType, CropUsageData>();
- countryData.put(CropType.ENERGY_CROPS, new CropUsageData(Double.NaN, Double.NaN, 0.0, Double.NaN, Double.NaN)); // 2nd generation energy crops not in FAO data, so adding zero values.
+ countryData.put(CropType.ENERGY_CROPS, new CropUsageData(Double.NaN, Double.NaN, 0.0, Double.NaN,Double.NaN, Double.NaN, Double.NaN)); // 2nd generation energy crops not in FAO data, so adding zero values.
return countryData;
}
};
@@ -70,7 +70,7 @@ public class CropUsageReader {
production += oldData.getProduction();
}
- CropUsageData newData = new CropUsageData(0.0, 0.0, netImports, production, Double.NaN);
+ CropUsageData newData = new CropUsageData(Double.NaN, Double.NaN, netImports, Double.NaN, production, Double.NaN, Double.NaN);
countryData.put(crop, newData);
}
fitReader.close();
diff --git a/src/ac/ed/lurg/landuse/LandCoverItem.java b/src/ac/ed/lurg/landuse/LandCoverItem.java
index e165a0ea8c45c0ab3f01ef506462799cf52eaa2c..0c8ad94f4c2d543c60ec388599bce4e0f4d6e63c 100644
--- a/src/ac/ed/lurg/landuse/LandCoverItem.java
+++ b/src/ac/ed/lurg/landuse/LandCoverItem.java
@@ -43,8 +43,12 @@ public class LandCoverItem implements RasterItem {
this.proportionProtectedFract=proportionProtectedFract;
}
- public double getProtectedArea(){
- return Math.max(proportionProtectedFract, unavailableFract)*totalArea;
+ public double getProtectedArea(){
+ return proportionProtectedFract*totalArea;
+ }
+
+ public double getUnavailableFract(){
+ return unavailableFract;
}
public void setMaxCropFraction(double maxCropFraction){
diff --git a/src/ac/ed/lurg/landuse/LandUseItem.java b/src/ac/ed/lurg/landuse/LandUseItem.java
index 879253e1b4688e799191e1f96d3e242e9db85b62..27c614bd7f16e034d11123c0dbfd2c456254c28e 100644
--- a/src/ac/ed/lurg/landuse/LandUseItem.java
+++ b/src/ac/ed/lurg/landuse/LandUseItem.java
@@ -19,7 +19,8 @@ public class LandUseItem implements InterpolatingRasterItem<LandUseItem>, Serial
private Map<CropType, Double> cropFractions = new HashMap<CropType, Double>();
private Map<LandCoverType, Double> landCoverAreas = new HashMap<LandCoverType, Double>();
private double protectedArea; //protected area in Mha
-
+ private double unavailableFract; //area unavailable due to altitude etc
+
public LandUseItem() {}
public LandUseItem(LandUseItem luItemToCopy) {
@@ -35,13 +36,18 @@ public class LandUseItem implements InterpolatingRasterItem<LandUseItem>, Serial
}
public double getProtectedAreaIncMinNatural() {
+
+ double protectedLand = 0;
double minOrProtectedA = 0;
+ if(ModelConfig.PROTECTED_AREAS_ENABLED)
+ protectedLand = protectedArea;
- if (ModelConfig.PROTECTED_AREAS_ENABLED) {
- double minNatural = getTotalLandCoverArea() * ModelConfig.MIN_NATURAL_RATE;
- minOrProtectedA = Math.max(protectedArea, minNatural);
- }
+ double unprotectedLand = getTotalLandCoverArea()-protectedLand;
+ double unsuitableLand = Math.max(unprotectedLand * ModelConfig.MIN_NATURAL_RATE,unprotectedLand*unavailableFract);
+
+ minOrProtectedA = protectedLand + unsuitableLand;
return minOrProtectedA;
+
}
public Intensity getIntensity(CropType crop) {
@@ -109,7 +115,7 @@ public class LandUseItem implements InterpolatingRasterItem<LandUseItem>, Serial
}
/** Irrigation amount in km3 or 10^9 m3, for this location */
- private double getIrrigationAmount(CropType c) {
+ public double getIrrigationAmount(CropType c) {
double rate = getIrrigationRate(c);
double area = getCropArea(c);
return rate * area * 0.01; // rate(10^-3m or mm or l/m2) * area(10^6ha) = 10^3 m.ha = 10^7 m3 = 1/100 km3
@@ -219,6 +225,19 @@ public class LandUseItem implements InterpolatingRasterItem<LandUseItem>, Serial
return d;
}
+ public static double getAbandonedPasture(Collection<? extends LandUseItem> landUses) {
+ double total = 0;
+ for (LandUseItem a : landUses) {
+ if (a!=null) {
+ Double d = a.getLandCoverArea(LandCoverType.PASTURE);
+ Intensity intensity = a.getIntensity(CropType.PASTURE);
+ if (intensity!=null && d!=null && intensity.getFertiliserAmount()==0 && intensity.getIrrigationRate()==0 && intensity.getOtherIntensity()==0)
+ total += d;
+ }
+ }
+ return total;
+ }
+
/** averages protected areas across land cover types */
public double getUnprotectedLandCoverArea(LandCoverType c) {
double lcTypeArea = getLandCoverArea(c);
@@ -343,4 +362,8 @@ public class LandUseItem implements InterpolatingRasterItem<LandUseItem>, Serial
public String toString() {
return "LandUseItem: [landCoverAreas=" + landCoverAreas + ", protectedArea=" + protectedArea + "], suitableLand " + getSuitableLand();
}
+
+ public void setUnavailableFract(double unavailableFract) {
+ this.unavailableFract = unavailableFract;
+ }
}
\ No newline at end of file
diff --git a/src/ac/ed/lurg/output/LandUseOutputer.java b/src/ac/ed/lurg/output/LandUseOutputer.java
index 666399e15c4442ebeebe2774367ecb33be1e0150..7b8ef67f520a8403f58ea962bcca3eb86be88587 100644
--- a/src/ac/ed/lurg/output/LandUseOutputer.java
+++ b/src/ac/ed/lurg/output/LandUseOutputer.java
@@ -52,7 +52,8 @@ public class LandUseOutputer extends AbstractLandUseOutputer {
double lat = landUseRaster.getXCoordin(key);
double lon = landUseRaster.getYCoordin(key);
-
+
+
StringBuffer sbData = new StringBuffer(String.format("%.2f %.2f", lat, lon));
sbData.append(String.format(" %.8f", item.getTotalLandCoverArea()));
@@ -73,7 +74,6 @@ public class LandUseOutputer extends AbstractLandUseOutputer {
double yield = intensity==null ? 0.0 : intensity.getYield();
sbData.append(String.format(" %.8f %.8f %.8f %.8f %.8f %.8f %.8f", cropFract, fertI, fertQ, irrigI, irrigQ, otherI, yield));
}
-
fertWriter.write(sbData.toString());
fertWriter.newLine();
}
diff --git a/src/ac/ed/lurg/types/CommodityType.java b/src/ac/ed/lurg/types/CommodityType.java
index d88c9f34b427ffdcf91de4225628845553d7baa0..b9f6ec43258bb3ccb8b394589ea8b76a28174f48 100644
--- a/src/ac/ed/lurg/types/CommodityType.java
+++ b/src/ac/ed/lurg/types/CommodityType.java
@@ -9,23 +9,29 @@ import ac.ed.lurg.ModelConfig;
public enum CommodityType {
- CEREALS("Cereals", "cereals", false, null),
- OILCROPS("Oilcrops", "oilcrops", false, CropType.OILCROPS),
- PULSES("Pulses", "pulses", false, CropType.PULSES),
- STARCHY_ROOTS("Starchy Roots", "starchyRoots", false, CropType.STARCHY_ROOTS),
- MONOGASTRICS("Monogastrics", "monogastrics", true, CropType.MONOGASTRICS),
- RUMINANTS("Ruminants", "ruminants", true, CropType.RUMINANTS);
+ CEREALS("Cereals", "cereals", false, null, 0.0115335812,ModelConfig.CEREALS_SUB_PROPORTION,Double.NaN),
+ OILCROPS("Oilcrops", "oilcrops", false, CropType.OILCROPS, 0.0243500061,ModelConfig.OILCROPS_SUB_PROPORTION,Double.NaN),
+ PULSES("Pulses", "pulses", false, CropType.PULSES, 0.0146872440,ModelConfig.PULSES_SUB_PROPORTION,Double.NaN),
+ STARCHY_ROOTS("Starchy Roots", "starchyRoots", false, CropType.STARCHY_ROOTS, 0.0034561229,ModelConfig.STARCHY_ROOTS_SUB_PROPORTION,Double.NaN),
+ MONOGASTRICS("Monogastrics", "monogastrics", true, CropType.MONOGASTRICS, 0.0019100435, Double.NaN, ModelConfig.MONOGASTRIC_CHANGE_ANNUAL_RATE),
+ RUMINANTS("Ruminants", "ruminants", true, CropType.RUMINANTS, 0.0009951162, Double.NaN, ModelConfig.RUMINANT_CHANGE_ANNUAL_RATE);
private String faoName;
private String gamsName;
private boolean isAnimalProduct;
private CropType cropTypeMapping;
+ private double ejPerMt;
+ private double meatSubstitutionProportion;
+ private double demandChangeRate;
- CommodityType (String faoName, String gamsName, boolean isAnimalProduct, CropType cropTypeMapping) {
+ CommodityType (String faoName, String gamsName, boolean isAnimalProduct, CropType cropTypeMapping, double energyPerTon, double meatSubstitutionProportion,double demandChangeRate) {
this.faoName = faoName;
this.gamsName = gamsName;
this.isAnimalProduct = isAnimalProduct;
this.cropTypeMapping = cropTypeMapping;
+ this.ejPerMt = energyPerTon; //energy EJ per Mt
+ this.meatSubstitutionProportion = meatSubstitutionProportion;
+ this.demandChangeRate =demandChangeRate;
}
private static final Map<String, CommodityType> faoNameCache = new HashMap<String, CommodityType>();
@@ -60,6 +66,18 @@ public enum CommodityType {
return isAnimalProduct;
}
+ public double getEJPerMT(){
+ return ejPerMt;
+ }
+
+ public double getMeatSubstitutionProportion(){
+ return meatSubstitutionProportion;
+ }
+
+ public double demandChangeRate(){
+ return demandChangeRate;
+ }
+
public double getSeedWasteRate() {
// just waste rate for animal products
return isAnimalProduct ? ModelConfig.SEED_AND_WASTE_FRACTION/2 : ModelConfig.SEED_AND_WASTE_FRACTION;