private static final float AMPLITUDE = 8f;
    private static final int OCTAVES = 6;
    private static final float ROUGHNESS = 0.3f;

    private Random random = new Random();
    private int seed;
    private int xOffset = 0;
    private int zOffset = 0;

	public TerrainPerlinNoise(Random rand, float roughness, float width, float height) {
		random = (rand == null) ? new Random() : rand;
		this.seed = random.nextInt(1000000000);
	}

    public float generateHeight(int x, int z) {
        float total = 0;
        float d = (float) Math.pow(2, OCTAVES-1);
        for(int i=0;i<OCTAVES;i++){
            float freq = (float) (Math.pow(2, i) / d);
            float amp = (float) Math.pow(ROUGHNESS, i) * AMPLITUDE;
            total += getInterpolatedNoise((x+xOffset)*freq, (z + zOffset)*freq) * amp;
        }
        return total;
    }

    private float getInterpolatedNoise(float x, float z){
        int intX = (int) x;
        int intZ = (int) z;
        float fracX = x - intX;
        float fracZ = z - intZ;

        float v1 = getSmoothNoise(intX, intZ);
        float v2 = getSmoothNoise(intX + 1, intZ);
        float v3 = getSmoothNoise(intX, intZ + 1);
        float v4 = getSmoothNoise(intX + 1, intZ + 1);
        float i1 = interpolate(v1, v2, fracX);
        float i2 = interpolate(v3, v4, fracX);
        return interpolate(i1, i2, fracZ);
    }

    private float interpolate(float a, float b, float blend){
        double theta = blend * Math.PI;
        float f = (float)(1f - Math.cos(theta)) * 0.5f;
        return a * (1f - f) + b * f;
    }

    private float getSmoothNoise(int x, int z) {
        float corners = (getNoise(x - 1, z - 1) + getNoise(x + 1, z - 1) + getNoise(x - 1, z + 1)
                + getNoise(x + 1, z + 1)) / 16f;
        float sides = (getNoise(x - 1, z) + getNoise(x + 1, z) + getNoise(x, z - 1)
                + getNoise(x, z + 1)) / 8f;
        float center = getNoise(x, z) / 4f;
        return corners + sides + center;
    }

    private float getNoise(int x, int z) {
        random.setSeed(x * 49632 + z * 325176 + seed);
        return random.nextFloat() * 2f - 1f;
    }

	public void startNoise() {
		System.out.println("Generating noise map");
		System.out.println("Width: " + Terrain.SIZE);
		System.out.println("Height: " + Terrain.SIZE);
		BufferedImage image = new BufferedImage((int) Terrain.SIZE, (int) Terrain.SIZE, BufferedImage.TYPE_INT_RGB);

		for(int x = 0; x < Terrain.SIZE; x++) {
			for(int y = 0; y < Terrain.SIZE; y++) {
				float c = generateHeight(x, y);

				c *= 128.0;
				c += 127.0;
				if(c > 255.0) {
					c = 255.0f;
				}
				if(c < 0.0) {
					c = 0.0f;
				}

//				image.setRGB(x, y, Biome.getColour(c).getRGB());
				 image.setRGB(x, y, new Color(c/255, c/255, c/255).getRGB());
			}
		}

		 File fileImage = new File("res/maps/noise.png");
//		File fileImage = new File("res/maps/biomeMap.png");
		if(!fileImage.exists()) {
			try {
				fileImage.mkdirs();
				fileImage.createNewFile();
			}
			catch (IOException e) {
				e.printStackTrace();
			}
		}
		try {
			ImageIO.write(image, "png", fileImage);
		}
		catch (IOException e) {
			e.printStackTrace();
		}
		System.out.println("Noise map generated");
	}