diff --git a/data/other_water_uses.csv b/data/other_water_uses.csv
index 96cb694885634c3d4d5b1516d09452cafbc0c415..e79a53d4eac6b342dae57cfddd9ed4ef9b199c33 100644
--- a/data/other_water_uses.csv
+++ b/data/other_water_uses.csv
@@ -1,30592 +1,40171 @@
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diff --git a/hind1970/data/other_water_uses.csv b/hind1970/data/other_water_uses.csv
index 96cb694885634c3d4d5b1516d09452cafbc0c415..e79a53d4eac6b342dae57cfddd9ed4ef9b199c33 100644
--- a/hind1970/data/other_water_uses.csv
+++ b/hind1970/data/other_water_uses.csv
@@ -1,30592 +1,40171 @@
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diff --git a/src/ac/ed/lurg/ModelConfig.java b/src/ac/ed/lurg/ModelConfig.java
index 1ed818b94b0de45bcb9651af16e7fec62a4593e6..4f47bf94695f281f373227abf03d53e1d1508f7c 100644
--- a/src/ac/ed/lurg/ModelConfig.java
+++ b/src/ac/ed/lurg/ModelConfig.java
@@ -207,10 +207,11 @@ public class ModelConfig {
 	public static final double PASTURE_HARVEST_FRACTION = getDoubleProperty("PASTURE_HARVEST_FRACTION", 0.5);
 	public static final double MEAT_EFFICIENCY = getDoubleProperty("MEAT_EFFICIENCY", 1.0);  // 'meat' is includes feed conversion ratio already, this is tech. change or similar
 	public static final double IRRIGIATION_EFFICIENCY = getDoubleProperty("IRRIGIATION_EFFICIENCY", 0.5);
-	public static final double ENVIRONMENTAL_WATER_CONSTRAINT = getDoubleProperty("ENVIRONMENTAL_WATER_CONSTRAINT", 0.5);
+	public static final int ELLIOTT_BASEYEAR = 2010;
+	public static final double ENVIRONMENTAL_WATER_CONSTRAINT = getDoubleProperty("ENVIRONMENTAL_WATER_CONSTRAINT", 0.5); // change with care, as due to normalisation it might not have the impact you first imagine
 	public static final double OTHER_WATER_USE_FACTOR = getDoubleProperty("OTHER_WATER_USE_FACTOR", 1.0);
 	public static final boolean USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT = getBooleanProperty("USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT", false);;
-	
+
 	public static final double LAND_CHANGE_COST = getDoubleProperty("LAND_CHANGE_COST", 0.7);
 	public static final double CROP_TO_PASTURE_COST_FACTOR = getDoubleProperty("CROP_TO_PASTURE_COST_FACTOR", 1.0);
 	public static final double AGRI_LAND_EXPANSION_COST_FACTOR = getDoubleProperty("AGRI_LAND_EXPANSION_COST_FACTOR", 1.0);
diff --git a/src/ac/ed/lurg/ModelMain.java b/src/ac/ed/lurg/ModelMain.java
index c57f78c474f46c4687e9fae8ea21bc330969c9b0..7bfe18ce266259848f2ca5d24f8201a4ac8b5585 100644
--- a/src/ac/ed/lurg/ModelMain.java
+++ b/src/ac/ed/lurg/ModelMain.java
@@ -69,14 +69,12 @@ public class ModelMain {
 	private CountryBoundaryRaster countryBoundaryRaster;
 	private AbstractDemandManager demandManager;
 	private TradeManager tradeManager;
-	private FPUManager fpuManager;
 	private CompositeCountryManager compositeCountryManager;
 	private RasterHeaderDetails desiredProjection;
 
 	private Map<CropType, GlobalPrice> prevWorldPrices;
 	private Map<CropType, Double> prevStockLevel;
 	private RasterSet<LandUseItem> prevLandUseRaster;
-	private RasterSet<LandUseItem> initLU;
 	private IrrigationRasterSet currentIrrigationData;
 	private RasterSet<LandUseItem> globalLandUseRaster;
 	private RasterSet<IntegerRasterItem> clusterIdRaster;
@@ -100,12 +98,10 @@ public class ModelMain {
 			demandManager = new DemandManagerSSP(ModelConfig.SSP_SCENARIO, baseConsumpManager, compositeCountryManager);
 
 		tradeManager = new TradeManager(compositeCountryManager);
-		fpuManager = new FPUManager(desiredProjection);
 		currentIrrigationData = getFixedIrrigationData();
 		countryBoundaryRaster = getCountryBoundaryRaster();
 		clusterIdRaster = ModelConfig.GENERATE_NEW_YIELD_CLUSTERS ? new RasterSet<IntegerRasterItem>(desiredProjection) : getClusterRaster();
 
-		initLU = getInitialLandUse();
 		countryAgents = createCountryAgents(compositeCountryManager.getAll());
 		globalLandUseRaster = new RasterSet<LandUseItem>(desiredProjection);
 
@@ -143,7 +139,7 @@ public class ModelMain {
 		LogWriter.println(timestep.toString());
 
 		YieldRaster yieldSurfaces = getYieldSurfaces(timestep); // this will wait for the marker file from LPJ if configured to do so
-		RasterSet<IrrigationItem> allIrrigData = getUpdateIrrigationData(timestep, yieldSurfaces);
+		getUpdateIrrigationData(timestep, yieldSurfaces); // updating currentIrrigationData
 
 		YieldResponsesItem yresp = yieldSurfaces.getFromCoordinates(-90.5, 45.5);
 		LogWriter.printlnError("Test key: " + yresp.getYieldMax(CropType.MAIZE) + ", " + yresp.getYieldFertOnly(CropType.MAIZE) + ", "
@@ -159,7 +155,7 @@ public class ModelMain {
 			LogWriter.println("Country " + ca.getCountry());
 			Collection<RasterKey> countryKeys = countryBoundaryRaster.getKeysFor(ca.getCountry());
 			YieldRaster countryYieldSurfaces = yieldSurfaces.createSubsetForKeys(countryKeys);
-			RasterSet<IrrigationItem> irrigData = allIrrigData.createSubsetForKeys(countryKeys);
+			RasterSet<IrrigationItem> irrigData = currentIrrigationData.createSubsetForKeys(countryKeys);
 
 			GamsRasterOutput result = null;
 
@@ -363,12 +359,8 @@ public class ModelMain {
 		if (ModelConfig.IS_CALIBRATION_RUN)
 			serializeLandUse(landUseRaster);
 
-		if (timestep.isInitialTimestep()) {
-			if (ModelConfig.GENERATE_NEW_YIELD_CLUSTERS)
+		if (timestep.isInitialTimestep() && ModelConfig.GENERATE_NEW_YIELD_CLUSTERS)
 				outputClusters(clusterIdRaster);
-			
-			outputWaterAvailablity(currentIrrigationData);
-		}
 
 		// Output LandUses to tabular file, for analysis (perhaps)
 		LogWriter.println("Outputing land uses Year: " + timestep.getYear());
@@ -380,8 +372,8 @@ public class ModelMain {
 		// outputLandCover(timestep.getYear(), landUseRaster, LandCoverType.PASTURE);
 	}
 
-	private void outputWaterAvailablity(IrrigationRasterSet irrigiationRS) {
-		new RasterOutputer<Double, IrrigationItem>(irrigiationRS, ModelConfig.OUTPUT_DIR + File.separator + "irrig_constraint.asc") {
+	private void outputWaterAvailablity(Timestep timestep, IrrigationRasterSet irrigiationRS) {
+		new RasterOutputer<Double, IrrigationItem>(irrigiationRS, ModelConfig.OUTPUT_DIR + File.separator + "irrig_constraint_" + timestep.getYear() + ".asc") {
 			@Override
 			public Double getValue(RasterKey location) {
 				IrrigationItem item = results.get(location);
@@ -406,8 +398,6 @@ public class ModelMain {
 		}.writeOutput();
 	}
 
-	
-
 	public RasterSet<IntegerRasterItem> getClusterRaster() {
 		RasterSet<IntegerRasterItem> clusters = new RasterSet<IntegerRasterItem>(desiredProjection) {
 			private static final long serialVersionUID = 2467452274591854417L;
@@ -433,6 +423,7 @@ public class ModelMain {
 	public Collection<CountryAgent> createCountryAgents(Collection<CompositeCountry> countryGrouping) {
 		Collection<CountryAgent> countryAgents = new HashSet<CountryAgent>();
 		Map<CompositeCountry, Map<CropType, CropUsageData>> cropUsageDataMap = new CropUsageReader(compositeCountryManager).getCommodityData();
+		RasterSet<LandUseItem> initLU = getInitialLandUse();
 
 		for (CompositeCountry cc : countryGrouping) {
 
@@ -544,25 +535,30 @@ public class ModelMain {
 		return yieldReader.getRasterData(timestep);
 	}
 
+	/** Get irrigation data that does not change with time, should only be called once */
 	private IrrigationRasterSet getFixedIrrigationData() {
-		IrrigationRasterSet fixedIrrigData = new IrrigationRasterSet(desiredProjection, fpuManager);
+		IrrigationRasterSet fixedIrrigData = new IrrigationRasterSet(desiredProjection, new FPUManager(desiredProjection));
 		new IrrigiationCostReader(fixedIrrigData).getRasterDataFromFile(ModelConfig.IRRIGATION_COST_FILE);
-
-		if (ModelConfig.USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT)
-			new IrrigationConstraintReader(fixedIrrigData).getRasterDataFromFile(ModelConfig.IRRIGATION_CONSTRAINT_FILE);
-
+		new IrrigationConstraintReader(fixedIrrigData).getRasterDataFromFile(ModelConfig.IRRIGATION_CONSTRAINT_FILE);
+		
+		String baseTimestepRootDir = Timestep.getYearSubDir(ModelConfig.YIELD_DIR, ModelConfig.ELLIOTT_BASEYEAR); // needs to be Elliott base timestep
+		new RunOffReader(fixedIrrigData, true).getRasterDataFromFile(baseTimestepRootDir + File.separator + ModelConfig.IRRIG_RUNOFF_FILE);
+		
+		fixedIrrigData.calcIrrigConstraintOffsets();  // should have everything we need to calc offset between Elliott and LPJ data
 		return fixedIrrigData;
 	}
 
-	private RasterSet<IrrigationItem> getUpdateIrrigationData(Timestep timestep, YieldRaster yieldSurfaces) {
+	/** Ugly in situ update of currentIrrigationData, better if IrrigationRasterSets were handled more immutably */
+	private void getUpdateIrrigationData(Timestep timestep, YieldRaster yieldSurfaces) {
 		String rootDir = timestep.getYearSubDir(ModelConfig.YIELD_DIR);
 		new IrrigationMaxAmountReader(currentIrrigationData, yieldSurfaces).getRasterDataFromFile(rootDir + File.separator + ModelConfig.IRRIG_MAX_WATER_FILENAME);
 
 		if (!ModelConfig.USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT) {
-			new RunOffReader(currentIrrigationData).getRasterDataFromFile(rootDir + File.separator + ModelConfig.IRRIG_RUNOFF_FILE);
-			currentIrrigationData.updateConstraintByFPU(timestep, initLU);
+			new RunOffReader(currentIrrigationData, false).getRasterDataFromFile(rootDir + File.separator + ModelConfig.IRRIG_RUNOFF_FILE);
+			currentIrrigationData.updateIrrigConstraints(timestep);
 		}
-		return currentIrrigationData;
+		
+		outputWaterAvailablity(timestep, currentIrrigationData);
 	}
 
 	private Map<CropType, Double> getInitialStockLevels() {
diff --git a/src/ac/ed/lurg/Timestep.java b/src/ac/ed/lurg/Timestep.java
index c03a1b3fb478733b5f41631ab7891a9093bb31a6..fe6b49ecb9fa126d1d59ba2e9e393c796752eec4 100644
--- a/src/ac/ed/lurg/Timestep.java
+++ b/src/ac/ed/lurg/Timestep.java
@@ -94,6 +94,10 @@ public class Timestep {
 			endYear = ModelConfig.BASE_YEAR;
 		}
 		
+		return getYearSubDir(rootDir, endYear);
+	}
+	
+	public static String getYearSubDir(String rootDir, int endYear) {
 		return rootDir + File.separator + (endYear-ModelConfig.LPJG_TIMESTEP_SIZE+1) + "-" + endYear;
 	}
 }
diff --git a/src/ac/ed/lurg/landuse/IrrigationConstraintReader.java b/src/ac/ed/lurg/landuse/IrrigationConstraintReader.java
index d2e85e91f12325f82ee10200b103d931f07853df..d80968e06af6ce5ff4e72982060357d07cd91125 100644
--- a/src/ac/ed/lurg/landuse/IrrigationConstraintReader.java
+++ b/src/ac/ed/lurg/landuse/IrrigationConstraintReader.java
@@ -16,6 +16,6 @@ public class IrrigationConstraintReader extends AbstractTabularRasterReader<Irri
 		
 	@Override
 	protected void setData(RasterKey key, IrrigationItem item, Map<String, Double> rowValues) {
-		item.setIrrigConstraint(getValueForCol(rowValues, "Max_irr_water")); // 1 to convert from mm to litres/m2
+		item.setBaselineIrrigConstraint(getValueForCol(rowValues, "Max_irr_water")); // 1 to convert from mm to litres/m2
 	}
 }
diff --git a/src/ac/ed/lurg/landuse/IrrigationItem.java b/src/ac/ed/lurg/landuse/IrrigationItem.java
index 316e89a1cd59e254e966537eed04c6f7b599806b..6785581446a857b2f86d2ee3b10f1e2f115f0bcf 100644
--- a/src/ac/ed/lurg/landuse/IrrigationItem.java
+++ b/src/ac/ed/lurg/landuse/IrrigationItem.java
@@ -14,7 +14,10 @@ public class IrrigationItem implements RasterItem {
 	
 	private double irrigationCost; // cost per 10000 Mlitre or 10^10 l or 10^7 m3 or 10^-2 km3, when multipled by rates from areas in Mha makes sense to have it in this apparently odd unit
 	private double irrigConstraint;  // mm or litre/m2 (they are the same) of water available
-	private double runOff;
+	private double baseIrrigConstraint; // irrig constraint in a baseline year (2010?), from Elliott blue_water file
+	private double baseRunOff; // lpj runoff in baseline year 
+	private double runOff; // lpj runoff in current year (which is updated)
+	private double constraintOffset; // calculated difference to Elliott data in baseline year
 	private Map<CropType, Double> maxIrrigAmounts = new HashMap<CropType, Double>(); // amount of water (litres/m2) used at maximum irrigation, i.e. to achieve no water stress
 
 	public double getIrrigCost() {
@@ -24,7 +27,6 @@ public class IrrigationItem implements RasterItem {
 	public void setIrrigCost(double aridityIndex) {
 		this.irrigationCost = aridityIndex;
 	}
-
 	
 	public double getMaxIrrigAmount(CropType crop) {
 		if (CropType.PASTURE == crop)
@@ -39,13 +41,27 @@ public class IrrigationItem implements RasterItem {
 	}
 	
 	public double getIrrigConstraint() {
-		return irrigConstraint;
+		double d;
+		if (ModelConfig.USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT)
+			d = baseIrrigConstraint;
+		else
+			d = irrigConstraint;
+		
+		return (d < 0) ? 0.0 : d;  // a negative constraint does not make sense
 	}
 	
 	public void setIrrigConstraint(double irrigConstraint) {
 		this.irrigConstraint = irrigConstraint;
 	}
 	
+	public void setBaselineIrrigConstraint(double baseIrrigConstraint) {
+		this.baseIrrigConstraint = baseIrrigConstraint;
+	}
+	
+	public double getBaselineIrrigConstraint() {
+		return baseIrrigConstraint;
+	}
+
 	public double getRunOff() {
 		return runOff;
 	}
@@ -53,4 +69,20 @@ public class IrrigationItem implements RasterItem {
 	public void setRunOff(double runOff) {
 		this.runOff = runOff;
 	}
+	
+	public double getBaseRunOff() {
+		return baseRunOff;
+	}
+
+	public void setBaseRunOff(double baseRunOff) {
+		this.baseRunOff = baseRunOff;
+	}
+
+	public double getConstraintOffset() {
+		return constraintOffset;
+	}
+	
+	public void setConstraintOffsets(double constraintOffset) {
+		this.constraintOffset = constraintOffset;
+	}
 }
diff --git a/src/ac/ed/lurg/landuse/IrrigationRasterSet.java b/src/ac/ed/lurg/landuse/IrrigationRasterSet.java
index 0405a8c06d44aa52bad00b7f67581678ac2a9785..a09085a96b06262a91746ac7f3948cc63187b597 100644
--- a/src/ac/ed/lurg/landuse/IrrigationRasterSet.java
+++ b/src/ac/ed/lurg/landuse/IrrigationRasterSet.java
@@ -1,11 +1,11 @@
 package ac.ed.lurg.landuse;
 
 import java.util.Collection;
+import java.util.HashMap;
 import java.util.Map;
 
 import ac.ed.lurg.ModelConfig;
 import ac.ed.lurg.Timestep;
-import ac.ed.lurg.utils.LogWriter;
 import ac.sac.raster.RasterHeaderDetails;
 import ac.sac.raster.RasterKey;
 import ac.sac.raster.RasterSet;
@@ -24,11 +24,38 @@ public class IrrigationRasterSet extends RasterSet<IrrigationItem> {
 		return new IrrigationItem();
 	}
 
-	public void updateConstraintByFPU(Timestep timestep, RasterSet<LandUseItem> initLU) {
+	public void updateIrrigConstraints(Timestep timestep) {
+		Map<RasterKey, Double> lpjIrrigConstraints = getIrrigFromLpjRunoff(timestep.getYear(), false);
+		
+		for (Map.Entry<RasterKey, IrrigationItem> entry : entrySet()) {
+			IrrigationItem irrigItem = entry.getValue();
+			if (irrigItem != null) {
+				Double d = lpjIrrigConstraints.get(entry.getKey());
+				if (d != null)
+					irrigItem.setIrrigConstraint(d + irrigItem.getConstraintOffset());
+			}
+		}
+	}
 
+	public void calcIrrigConstraintOffsets() {
+		Map<RasterKey, Double> lpjIrrigConstraints = getIrrigFromLpjRunoff(ModelConfig.ELLIOTT_BASEYEAR, true);
+
+		for (Map.Entry<RasterKey, IrrigationItem> entry : entrySet()) {
+			IrrigationItem irrigItem = entry.getValue();
+			if (irrigItem != null) {
+				Double d = lpjIrrigConstraints.get(entry.getKey());
+				if (d != null) {
+					double offset = irrigItem.getBaselineIrrigConstraint() - d;
+					irrigItem.setConstraintOffsets(offset);
+				}
+			}
+		}
+	}
+	
+	private Map<RasterKey, Double> getIrrigFromLpjRunoff(int otherWaterUseYear, boolean useBaselineRunoff) {
+		Map<RasterKey, Double> lpjIrrigConstraint = new HashMap<RasterKey, Double>();
+		
 		Collection<WaterBasin> waterBasins = fpuManager.getWaterBasins();
-		int year = timestep.getYear();
-		if (year < 2001) year = 2001; // we don't have other water use before this date
 
 		for (WaterBasin basin : waterBasins) {
 			Collection<RasterKey> rasterKeys = fpuManager.getKeysFor(basin);
@@ -36,25 +63,23 @@ public class IrrigationRasterSet extends RasterSet<IrrigationItem> {
 			double basinRunOff = 0.0, otherUses = 0.0, areaOfBasin = 0.0;
 
 			for (Map.Entry<RasterKey, IrrigationItem> entry : irrigData.entrySet()) {
-				if (entry.getValue() != null) {
-					double area = (initLU.containsKey(entry.getKey())) ? initLU.get(entry.getKey()).getTotalLandCoverArea() : 0.0;
-					basinRunOff += entry.getValue().getRunOff() * area * 0.01;
+				IrrigationItem item = entry.getValue();
+				if (item != null) {
+					double area = irrigData.getAreaMha(entry.getKey()); // (initLU.containsKey(entry.getKey())) ? initLU.get(entry.getKey()).getTotalLandCoverArea() : 0.0;
+					double runoff = useBaselineRunoff ? item.getBaseRunOff() : item.getRunOff();
+					basinRunOff += runoff * area * 0.01;
 					areaOfBasin += area;
 				}
 			}
 			
 			Double fpuRunOffAvailable = basinRunOff * ModelConfig.ENVIRONMENTAL_WATER_CONSTRAINT; 
-			otherUses = fpuManager.getOtherWaterUse(basin, year) * ModelConfig.OTHER_WATER_USE_FACTOR;
+			otherUses = fpuManager.getOtherWaterUse(basin, otherWaterUseYear) * ModelConfig.OTHER_WATER_USE_FACTOR;
 			double waterAvailabileMm = (fpuRunOffAvailable - otherUses) / areaOfBasin / 0.01;
-			if (waterAvailabileMm < 0) {
-				LogWriter.println(basin + " ran out of water, so none available for irrigation");
-				waterAvailabileMm = 0;
-			}
 			
-			for (Map.Entry<RasterKey, IrrigationItem> entry : irrigData.entrySet()) {
-				if (entry.getValue() != null)
-					entry.getValue().setIrrigConstraint(waterAvailabileMm);
+			for (RasterKey rasterKey : irrigData.keySet()) {
+				lpjIrrigConstraint.put(rasterKey, waterAvailabileMm);
 			}
 		}
+		return lpjIrrigConstraint;
 	}
 }
diff --git a/src/ac/ed/lurg/landuse/RunOffReader.java b/src/ac/ed/lurg/landuse/RunOffReader.java
index ffb8f1be8fb69a991d25b651a738d5cc22506679..7e529ee55bf57f658eded669a0d56790591045d1 100644
--- a/src/ac/ed/lurg/landuse/RunOffReader.java
+++ b/src/ac/ed/lurg/landuse/RunOffReader.java
@@ -9,13 +9,19 @@ import ac.sac.raster.RasterSet;
 public class RunOffReader extends AbstractTabularRasterReader<IrrigationItem> { 
 	
 	private static final int MIN_COLS = 6;
+	private boolean isBaseRunOff;
 	
-	public RunOffReader(RasterSet<IrrigationItem> runOff) {
+	public RunOffReader(RasterSet<IrrigationItem> runOff, boolean isBaseRunOff) {
 		super("\\s+", MIN_COLS, runOff);
+		this.isBaseRunOff = isBaseRunOff;
 	}
 	
 	protected void setData(RasterKey key, IrrigationItem item, Map<String, Double> rowValues) {
-		item.setRunOff(getValueForCol(rowValues, "Total"));
+		double d = getValueForCol(rowValues, "Total");
+		if (isBaseRunOff)
+			item.setBaseRunOff(d);
+		else
+			item.setRunOff(d);
 	}
 
 }