diff --git a/data/halfdeg/hurtt_2000.txt b/data/halfdeg/hurtt_2000.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c006741027fef5cf0c881deeb0014d726b0b6b4
--- /dev/null
+++ b/data/halfdeg/hurtt_2000.txt
@@ -0,0 +1,67686 @@
+"Lon" "Lat" "URBAN" "CROPLAND" "PASTURE" "FOREST" "NATURAL" "BARREN"
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diff --git a/data/halfdeg/maxcropfrac1.txt b/data/halfdeg/maxcropfrac1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a6939607b613044325b4294dcdd44ddfc9c2f2d
--- /dev/null
+++ b/data/halfdeg/maxcropfrac1.txt
@@ -0,0 +1,64494 @@
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diff --git a/data/halfdeg/maxcropfrac2.txt b/data/halfdeg/maxcropfrac2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72e39b54014d70fec5af2b0860d35934b12bedf0
--- /dev/null
+++ b/data/halfdeg/maxcropfrac2.txt
@@ -0,0 +1,64494 @@
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diff --git a/hindcast/data/halfdeg/maxcropfrac2.txt b/hindcast/data/halfdeg/maxcropfrac2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72e39b54014d70fec5af2b0860d35934b12bedf0
--- /dev/null
+++ b/hindcast/data/halfdeg/maxcropfrac2.txt
@@ -0,0 +1,64494 @@
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diff --git a/hindcast/hind_config.properties b/hindcast/hind_config.properties
index 26d3f0711130e7ac5b5a8c25f70011686c69d4e7..205f9cae569e4de5638f788579366a35fc413dc6 100644
--- a/hindcast/hind_config.properties
+++ b/hindcast/hind_config.properties
@@ -8,9 +8,12 @@ YIELD_DIR=/Users/peteralexander/Documents/LURG/LPJ/19Jan2017/LPJG_PLUM_expt1.1_1
 # irritatingly the gams file is also found under the BASE_DIR, and don't want to duplicate so need to specify exactly
 GAMS_MODEL=./GAMS/IntExtOpt.gms
 
-IS_CALIBRATION_RUN = false
+#DEBUG_LIMIT_COUNTRIES=true
+#DEBUG_COUNTRY_NAME=Pakistan
 
-END_TIMESTEP=20
+IS_CALIBRATION_RUN = true
+
+END_TIMESTEP=10
 TIMESTEP_SIZE=1
 
 INTERPOLATE_OUTPUT_YEARS = false
diff --git a/src/ac/ed/lurg/ModelConfig.java b/src/ac/ed/lurg/ModelConfig.java
index 6294c30ebf4944813b06242cc7b6d0ba3cbff369..08d3e7e292edac4c014abbd301ce053c026fc3a9 100644
--- a/src/ac/ed/lurg/ModelConfig.java
+++ b/src/ac/ed/lurg/ModelConfig.java
@@ -143,7 +143,8 @@ public class ModelConfig {
 	public static final String IRRIGATION_CONSTRAINT_FILE = SPATIAL_DATA_DIR + File.separator + "blue_water_available_pseudoCRU_rcp8p5_2004_2013_grid_allhdyro_mm.txt";
 	public static final String IRRIG_MAX_WATER_FILENAME = getProperty("IRRIG_MAX_WATER_FILENAME", "gsirrigation.out");
 	public static final String PROTECTED_AREAS_FILE = SPATIAL_DATA_DIR + File.separator + "protected_areas.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";
@@ -220,5 +221,5 @@ 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 = 400;
+	public static final int NUM_YIELD_CLUSTERS = 500;
 }
diff --git a/src/ac/ed/lurg/ModelMain.java b/src/ac/ed/lurg/ModelMain.java
index f20eafa8bb923a90e56971ab1f6e3b2d9b217768..6f31077f2481b40df954e400b93e3c37f1ddee12 100644
--- a/src/ac/ed/lurg/ModelMain.java
+++ b/src/ac/ed/lurg/ModelMain.java
@@ -35,6 +35,7 @@ import ac.ed.lurg.landuse.IrrigiationCostReader;
 import ac.ed.lurg.landuse.LandCoverItem;
 import ac.ed.lurg.landuse.LandCoverReader;
 import ac.ed.lurg.landuse.LandUseItem;
+import ac.ed.lurg.landuse.MaxCropAreaReader;
 import ac.ed.lurg.landuse.ProtectedAreasReader;
 import ac.ed.lurg.output.LandUseOutputer;
 import ac.ed.lurg.output.LpjgOutputer;
@@ -496,6 +497,7 @@ public class ModelMain {
 		};
 
 		new ProtectedAreasReader(initialLC).getRasterDataFromFile(ModelConfig.PROTECTED_AREAS_FILE);
+		new MaxCropAreaReader(initialLC).getRasterDataFromFile(ModelConfig.HIGH_SLOPE_AREAS_FILE);
 		new LandCoverReader(initialLC).getRasterDataFromFile(ModelConfig.INITAL_LAND_COVER_FILE);
 
 		/*	new RasterOutputer<LandCoverItem>(initLC, "InitialCropland") {
diff --git a/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java b/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
index 8ce7de1c5b24edfb4a2edd83551d0c7ae0e25d96..154c1786b4ee29ba22117ba698523688461dff6d 100644
--- a/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
@@ -196,6 +196,8 @@ public class GamsRasterOptimiser {
 		YieldRaster yieldRaster = rasterInputData.getYields();
 		RasterSet<LandUseItem> landUseRaster = rasterInputData.getPreviousLandUses();
 
+		LandUseItem test = landUseRaster.getFromCoordinates(71.25, 35.25);
+
 		/*	checkedTotalAreas(cropAreaRaster, "before");
 		new RasterOutputer<AreasItem>(cropAreaRaster, "BeforeLandCover") {
 			@Override
@@ -226,10 +228,8 @@ public class GamsRasterOptimiser {
 
 		RasterSet<IrrigationItem> irrigRaster = rasterInputData.getIrrigationData();
 
-		{
 			//	YieldResponsesItem yresp = yieldRaster.get(new RasterKey(40,38));//getFromCoordinates(-118.0, -33.0);
 			//	LogWriter.printlnError("Test key2: " + yresp.getYieldMax(CropType.WHEAT)  + ", " + yresp.getYieldFertOnly(CropType.WHEAT) + ", " + yresp.getYieldIrrigOnly(CropType.WHEAT));
-		}
 
 		// look for inconsistencies
 		for (Entry<RasterKey, YieldResponsesItem> entry : yieldRaster.entrySet()) {
@@ -324,6 +324,11 @@ public class GamsRasterOptimiser {
 					aggLandUse.setIntensity(crop, intensityThisTime);  // intensity currently is always the same within a location, so can just that any.  If this changes need to average here.
 				}
 
+				// Protected areas
+				double protectedThisTime = landUseItem.getProtectedArea();
+				double protectedSoFar = aggLandUse.getProtectedArea();
+				aggLandUse.setProtectedArea(protectedSoFar+ protectedThisTime);
+				
 				// Land covers ares
 				for (LandCoverType landType : LandCoverType.values()) {
 					double areaThisTime = landUseItem.getLandCoverArea(landType);
diff --git a/src/ac/ed/lurg/landuse/LandCoverItem.java b/src/ac/ed/lurg/landuse/LandCoverItem.java
index 47698e4c95f04b2eadf466d65fac9b2f3d81b5b1..e165a0ea8c45c0ab3f01ef506462799cf52eaa2c 100644
--- a/src/ac/ed/lurg/landuse/LandCoverItem.java
+++ b/src/ac/ed/lurg/landuse/LandCoverItem.java
@@ -12,8 +12,9 @@ public class LandCoverItem implements RasterItem {
 	
 	private Map<LandCoverType, Double> landcover = new HashMap<LandCoverType, Double>();
 	private double totalArea;
-	private double proportionProtectedArea;
-	
+	private double proportionProtectedFract;
+	private double unavailableFract; // due to slope
+
 	/** Area in Mha */ 
 	public Double getLandCoverArea(LandCoverType landType) {
 		return getLandCoverFract(landType) * totalArea;
@@ -38,12 +39,16 @@ public class LandCoverItem implements RasterItem {
 		landcover.put(landType, d);
 	}
 	
-	public void setProtectedFract(double proportionProtectedArea){
-		this.proportionProtectedArea=proportionProtectedArea;
+	public void setProtectedFract(double proportionProtectedFract){
+		this.proportionProtectedFract=proportionProtectedFract;
 	}
 	
 	public double getProtectedArea(){
-		return proportionProtectedArea*totalArea;
+		return Math.max(proportionProtectedFract, unavailableFract)*totalArea;
+	}
+	
+	public void setMaxCropFraction(double maxCropFraction){
+		this.unavailableFract=1.0-maxCropFraction;
 	}
 			
 	/*public double getTotal() {
diff --git a/src/ac/ed/lurg/landuse/MaxCropAreaReader.java b/src/ac/ed/lurg/landuse/MaxCropAreaReader.java
new file mode 100644
index 0000000000000000000000000000000000000000..3655f1d28495e815b86f308090508634cc04a134
--- /dev/null
+++ b/src/ac/ed/lurg/landuse/MaxCropAreaReader.java
@@ -0,0 +1,22 @@
+package ac.ed.lurg.landuse;
+
+import java.util.Map;
+
+import ac.sac.raster.AbstractTabularRasterReader;
+import ac.sac.raster.RasterKey;
+import ac.sac.raster.RasterSet;
+
+public class MaxCropAreaReader extends AbstractTabularRasterReader<LandCoverItem> {	
+
+	private static final int MIN_COLS = 3;
+
+	public MaxCropAreaReader(RasterSet<LandCoverItem> dataset) {
+		super("[ |\t]+", MIN_COLS, dataset);
+	}
+		
+	@Override
+	protected void setData(RasterKey key, LandCoverItem item, Map<String, Double> rowValues) {
+		item.setMaxCropFraction(getValueForCol(rowValues, "maxcropfrac"));
+	}
+}
+