Annexure 1 Compound Growth Rate of area and yield in study area 1. Rabi Sorghum Area Taluka District CGR r Significant change Jamkhed Ahmadnagar 0.01 0.75 0.001 level + Karjat Ahmadnagar 0 -0.07 NS Nagar Ahmadnagar 0 -0.03 NS Nevasa Ahmadnagar -0.01 -0.87 0.001 level - Parner Ahmadnagar 0 0.38 NS Pathardi Ahmadnagar 0 0.46 0.05 level + Rahuri Ahmadnagar -0.01 -0.44 0.05 level - Shevgaon Ahmadnagar -0.02 -0.8 0.001 level - Shrigonda Ahmadnagar 0 -0.11 NS Ambejogai Beed -0.03 -0.6 0.01 level - Ashti Beed Beed 0.01 0.33 NS Beed Beed 0.01 0.73 0.001 level + Dharur Beed 0 -0.03 NS Georai Beed 0.01 0.42 0.05 level + Kaij Beed -0.01 -0.39 0.05 level - Manjlegaon Beed -0.01 -0.48 0.05 level - Parli Beed -0.04 -0.49 NS Patoda Beed -0.01 -0.43 0.05 level - Shirur (Kasar) Beed 0.04 1 NS Wadwani Beed 0 1 NS Bhum Osmanabad -0.01 -0.26 NS Kalamb Osmanabad 0.01 0.26 NS Lohara Osmanabad 0 -0.6 NS Osmanabad Osmanabad 0.01 0.59 0.01 level + Paranda Osmanabad 0.01 0.5 0.05 level + Osmanabad 0 0.12 NS Umarga Osmanabad 0 0.05 NS Washi Osmanabad 0.05 1 NS Baramati Pune 0 0.13 NS Daund Pune 0 -0.35 NS Indapur Pune 0 -0.31 NS Man Satara 0 -0.24 NS Phaltan Satara -0.01 -0.58 0.01 level - 0 -0.25 NS Solapur 0 -0.43 0.05 level - Solapur 0 -0.36 NS Madha Solapur 0 -0.1 NS Solapur -0.01 -0.37 NS Mangalvedhe Solapur 0 0.3 NS Solapur 0 -0.09 NS Solapur -0.01 -0.36 NS Sangole Solapur 0 -0.32 NS Solapur 0 -0.2 NS Solapur 0 -0.22 NS CGR= Compound rate of growth; r= correlation coefficient; NS = not significant 2. Pearlmillet (Bajra) Area Taluka District CGR r Significant change Jamkhed Ahmadnagar 0.03 0.56 0.01 level + Karjat Ahmadnagar 0.01 0.47 0.05 level + Nagar Ahmadnagar 0.01 0.44 0.05 level + Nevasa Ahmadnagar 0.01 0.29 NS Parner Ahmadnagar 0.00 -0.18 NS Pathardi Ahmadnagar 0.00 -0.11 NS Rahuri Ahmadnagar 0.01 0.30 NS Shevgaon Ahmadnagar 0.00 0.27 NS Shrigonda Ahmadnagar 0.01 0.20 NS Ambejogai Beed 0.00 0.17 NS AshtLBeed Beed 0.00 -0.07 NS Beed Beed 0.00 -0.05 NS Dharur Beed -0.02 -0.52 NS Georai Beed 0.01 0.51 0.05 level + Kaij Beed 0.00 -0.28 NS Manjlegaon Beed 0.00 -0.15 NS Parli LBeed -0.03 -0.48 NS Patoda Beed 0.00 0.26 NS Shirur (Kasar) Beed -0.20 -0.94 NS Wad wan i Beed -0.02 -1.00 NS Bhum Osmanabad 0.03 0.68 0.01 level + Kalamb Osmanabad 0.03 0.67 0.01 level + Lohara Osmanabad -0.02 -0.99 NS Osmanabad Osmanabad 0.02 0.54 0.05 level + Paranda Osmanabad 0.01 0.19 NS Tuljapur Osmanabad -0.05 -0.76 0.001 level - Umarga Osmanabad 0.00 -0.01 NS Washi Osmanabad 0.07 1.00 NS Baramati Pune 0.00 -0.10 NS Daund Pune 0.00 0.05 NS Indapur Pune 0.01 0.33 NS Man Satara 0.00 -0.24 NS Phaltan Satara 0.01 0.33 NS Akkalkot Solapur -0.04 -0.88 0.001 level - Barshi Solapur -0.03 -0.83 0.001 level - Karmala Solapur 0.01 0.17 NS Madha Solapur -0.03 -0.66 0.01 level - Malshiras Solapur 0.00 0.06 NS Mangalvedhe Solapur -0.03 -0.72 0.001 level - Mohol Solapur -0.04 -0.90 0.001 level - Pandharpur Solapur -0.02 -0.56 0.01 level - Sangole Solapur -0.02 -0.71 0.001 level - Solapur North Solapur -0.04 -0.84 0.001 level - Solapur South Solapur -0.04 -0.80 0.001 level - 3. Charif Sorghum Area

Taluka District CGR r Significant change Jamkhed Ahmadnagar -0.009 -0.17 NS Karjat Ahmadnagar 0.006 0.09 NS Nagar Ahmadnagar 0.013 0.20 NS Nevasa Ahmadnagar -0.006 -0.14 NS Parner Ahmadnagar -0.005 -0.06 NS Pathardi Ahmadnagar -0.076 -0.61 0.05 level - Rahuri Ahmadnagar 0.019 0.51 NS Shevgaon Ahmadnagar -0.048 -0.59 0.01 level - Shrigonda Ahmadnagar -0.027 -0.41 0.05 level - Ambejogai Beed -0.016 -0.79 0.001 level - AshtLBeed Beed 0.020 0.22 NS Beed Beed -0.015 -0.42 0.05 level - Dharur Beed -0.021 -0.43 NS Georai Beed -0.045 -0.43 0.05 level - Kaij Beed -0.009 -0.66 0.01 level - Manjlegaon Beed -0.007 -0.18 NS Parli Beed 0.019 0.56 NS Patoda Beed -0.019 -0.39 NS Shirur (Kasar) Beed 0.054 0.35 NS Wadwani Beed -0.620 -1.00 NS Bhum Osmanabad 0.001 0.03 NS Kalamb Osmanabad -0.003 -0.25 NS Lohara Osmanabad -0.023 -1.00 NS Osmanabad Osmanabad 0.004 0.41 0.05 level + Paranda Osmanabad 0.033 0.64 0.01 level + Tuljapur Osmanabad 0.003 0.15 NS Umarga Osmanabad -0.004 -0.18 NS Washi Osmanabad -0.132 -1.00 NS Baramati Pune -0.026 -0.61 0.01 level - Daund Pune -0.059 -0.71 0.01 level - Indapur Pune -0.095 -0.79 0.01 level - Man Satara -0.026 -0.70 0.01 level - Phaltan Satara -0.029 -0.36 NS Akkalkot Solapur -0.004 -0.07 NS Barshi Solapur -0.026 -0.53 0.01 level - Karmala Solapur -0.012 -0.24 NS Madha Solapur -0.060 -0.58 0.05 level - Malshiras Solapur -0.032 -0.55 0.05 level - Mangalvedhe Solapur -0.046 -0.68 0.01 level - Mohol Solapur -0.006 -0.10 NS Pandharpur Solapur -0.081 -0.77 0.001 level - Sangole Solapur -0.004 -0.10 NS Solapur North Solapur -0.059 -0.78 0.01 level - Solapur South Solapur -0.013 -0.36 NS 4. Wheat Area Taluka District CGR r Significant change Jamkhed Ahmadnagar 0.99 -0.23 NS Karjat Ahmadnagar 1.02 0.51 0.05 level + Nagar Ahmadnagar 1.02 0.50 0.05 level + Nevasa Ahmadnagar 1.02 0.51 0.05 level + Parner Ahmadnagar 1.04 0.66 0.01 level + Pathardi Ahmadnagar 1.02 0.38 NS Rahuri Ahmadnagar 1.02 0.58 0.01 level + Shevgaon Ahmadnagar 0.97 -0.50 0.05 level - Shrigonda Ahmadnagar 1.06 0.91 0.001 level + Ambejogai Beed 0.91 -0.79 0.001 level - Ashti Beed 1.00 0.07 NS Beed Beed 0.97 -0.73 0.001 level - Dharur Beed 0.87 -0.59 NS Georai Beed 0.99 -0.16 NS Kaij Beed 0.99 -0.35 NS Manjlegaon Beed 0.98 -0.21 NS Parli Beed 1.10 0.60 NS Patoda Beed 0.96 -0.50 0.05 level - Shirur (Kasar) Beed 0.85 -0.50 NS Wadwani Beed 2.45 NS Bhum Osmanabad 0.98 -0.44 0.05 level - Kalamb Osmanabad 0.96 -0.54 0.01 level - Lohara Osmanabad 1.47 NS Osmanabad Osmanabad 0.99 -0.28 NS Paranda Osmanabad 0.98 -0.43 0.05 level - Tuljapur Osmanabad 1.01 0.21 NS Umarga Osmanabad 0.97 -0.59 0.01 level - Washi Osmanabad 1.39 NS Baramati Pune 1.03 0.51 0.05 level + Daund Pune 1.10 0.55 0.01 level + Indapur Pune 1.02 0.47 0.05 level + Man Satara 1.01 0.17 NS Phaltan Satara 1.01 0.23 NS Akkalkot Solapur 0.98 -0.44 0.05 level - Barshi Solapur 1.02 0.27 NS Karmala Solapur 0.99 -0.24 NS Madha Solapur 1.00 -0.03 NS Malshiras Solapur 1.01 0.21 NS Mangalvedhe Solapur 0.98 -0.32 NS Mohol Solapur 1.02 0.38 NS Pandharpur Solapur 1.03 0.50 0.05 level + Sangole Solapur 0.99 -0.38 NS Solapur North Solapur 1.02 0.32 NS Solapur South Solapur 1.01 0.30 NS

234 5. Pulses Kharif Significant No taluka district CI C_Slope change 1 Jamkhed Ahmadnagar 1.95 0.13 0.001 level + 2 Karjat Ahmadnagar 0.53 0 NS 3 Nagar Ahmadnagar 0.21 0.01 0.01 level + 4 Nevasa Ahmadnagar 4.2 0.04 NS 5 Parner Ahmadnagar 0.75 0.03 0.01 level + 6 Pathardi Ahmadnagar 1.18 0.03 0.05 level + 7 Rahuri Ahmadnagar 0.12 0.01 0.05 level + 8 Shevgaon Ahmadnagar 0.31 -0.01 NS 9 Shrigonda Ahmadnagar 0.14 0.01 0.01 level + 10 Ambejogai Beed 3.73 -0.12 NS 11 Ashti Beed Beed 0.98 0 NS 12 Beed Beed 3.07 -0.15 0.01 level - 13 Dharur Beed 0.45 0.03 0.05 level + 14 Georai Beed 0.88 0.03 0.05 level + 15 Kaij Beed 2.91 -0.07 0.05 level - 16 Manjlegaon Beed 3.1 -0.09 NS 17 Parli Beed 0.94 -0.03 0.05 level - 18 Patoda Beed 2.3 0.03 NS 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 1.17 -0.07 0.01 level - 22 Kalamb Osmanabad 1.82 0 NS 23 Lohara Osmanabad 0.83 0.08 NS 24 Osmanabad Osmanabad 1.59 -0.04 NS 25 Paranda Osmanabad 2.1 0.01 NS 26 Tuljapur Osmanabad 2.61 -0.05 NS 27 Umarga Osmanabad 5.62 0.16 0.05 level + 28 Washi Osmanabad ND NS 29 Baramati Pune 3.09 0.04 NS 30 Daund Pune 2.69 -0.32 0.001 level - 31 Indapur Pune 2.29 0.03 NS 32 Man Satara 0.1 0 NS 33 Phaltan Satara ND NS 34 Akkalkot Solapur 1.63 -0.03 0.01 level - 35 Barshi Solapur 1.79 0.12 0.01 level + 36 Karmala Solapur 0.11 0 NS 37 Madha Solapur 0.09 0 0.01 level - 38 Malshiras Solapur 0.03 0 NS 39 Mangalvedhe Solapur 0.25 0.01 NS 40 Mohol Solapur 0.47 -0.01 0.01 level - 41 Pandharpur Solapur 0.23 0 NS 42 Sangole Solapur 0.34 0.03 0.001 level + 43 Solapur North Solapur 2 -0.14 0.001 level - 44 Solapur South | Solapur ND NS 6. Rabi Pulses Area Taluka District CGR r Significant change Jamkhed Ahmadnagar -0.02 -0.51 0.01 level + Karjat Ahmadnagar 0.01 0.19 0.05 level + Nagar Ahmadnagar 0.01 0.67 0.05 level + Nevasa Ahmadnagar 0.01 0.43 NS Parner Ahmadnagar 0.03 0.79 NS Pathardi Ahmadnagar 0.02 0.46 NS Rahuri Ahmadnagar 0.01 0.25 NS Shevgaon Ahmadnagar 0.01 0.47 NS Shrigonda Ahmadnagar 0.01 0.46 NS Ambejogai Beed -0.02 -0.51 NS Ashti_Beed Beed 0 0.09 NS Beed Beed -0.01 -0.26 NS Dharur Beed -0.02 -0.51 NS Georai Beed 0 -0.2 0.05 level + Kaij Beed -0.01 -0.35 NS Manjlegaon Beed -0.01 -0.23 NS Parli Beed 0.03 0.23 NS Patoda Beed -0.01 -0.31 NS Shirur (Kasar) Beed -0.16 -0.88 NS Wadwani Beed 0.19 1 NS Bhum Osmanabad 0 I -0-17 0.01 level + Kalamb Osmanabad 0.01 0.22 0.01 level + Lohara Osmanabad 0.02 0.99 NS Osmanabad Osmanabad 0.01 0.65 0.05 level + Paranda Osmanabad 0 0.04 NS Tuljapur Osmanabad 0 0.28 0.001 level + Umarga Osmanabad -0.01 -0.24 NS Washi Osmanabad 0.15 1 NS Baramati Pune 0.03 0.71 NS Daund Pune 0.03 0.82 NS Indapur Pune 0.01 0.31 NS Man Satara 0.01 0.31 NS Phaltan Satara 0 0.05 NS Akkalkot Solapur 0.01 0.37 0.001 level + Barshi Solapur 0.01 0.79 0.001 level + Karmala Solapur 0 -0.23 NS Madha Solapur 0 -0.16 0.01 level + Malshiras Solapur 0.01 0.74 NS Mangalvedhe Solapur -0.02 -0.61 0.001 level + Mohol Solapur -0.01 -0.63 0.001 level + Pandharpur Solapur 0.01 0.46 0.01 level + Sangole Solapur 0 -0.2 0.001 level + Solapur North Solapur -0.02 -0.58 0.001 level + Solapur South Solapur 0 0.15 0.001 level + 2. Sugarcane Area Taluka District CGR r Significant change Jamkhed Ahmadnagar 1.05 0.68 0.01 level + Karjat Ahmadnagar 1.05 0.69 0.001 level + Nagar Ahmadnagar 1 -0.07 NS Nevasa Ahmadnagar 1.05 0.67 0.01 level + Parner Ahmadnagar 1.09 0.69 0.01 level + Pathardi Ahmadnagar 1.03 0.24 NS Rahuri Ahmadnagar 1.01 0.39 NS Shevgaon Ahmadnagar 1.07 0.67 0.01 level + Shrigonda Ahmadnagar 1.06 0.74 0.001 level + Ambejogai Beed 1.1 0.72 0.001 level + Ashti_Beed Beed 1.09 0.73 0.001 level + Beed Beed 1.08 0.72 0.001 level + Dharur Beed 0.86 -0.52 NS Georai Beed 1.12 0.84 0.001 level + Kaij Beed 1.07 0.68 0.01 level + Manjlegaon Beed 1.15 0.91 0.001 level + Parli Beed 1.11 0.74 NS Patoda Beed 1.06 0.6 0.01 level + Shirur (Kasar) Beed 1 NS Wadwani Beed 3.82 1 NS Bhum Osmanabad 1.03 0.41 0.05 level + Kalamb Osmanabad 1.03 0.35 NS Lohara Osmanabad 1.01 0.12 NS Osmanabad Osmanabad 1.04 0.61 0.01 level + Paranda Osmanabad 1.08 0.67 0.01 level + Tuljapur Osmanabad 1.1 0.71 0.001 level + Umarga Osmanabad 1.05 0.66 0.01 level + Washi Osmanabad 19.58 1 NS Baramati Pune 1.02 0.68 0.01 level + Daund Pune 1.11 0.94 0.001 level + Indapur Pune 1.03 0.49 0.05 level + Man Satara 0.99 -0.11 NS Phaltan Satara 1.02 0.74 0.001 level + Akkalkot Solapur 1.07 0.83 0.001 level + Barshi Solapur 1.07 0.68 0.01 level + Karmala Solapur 1.16 0.9 0.001 level + Madha Solapur 1.08 0.81 0.001 level + Malshiras Solapur 1.02 0.4 0.05 level + Mangalvedhe Solapur 1.11 0.89 0.001 level + Mohol Solapur 1.09 0.81 0.001 level + Pandharpur Solapur 1.12 0.95 0.001 level + Sangole Solapur 1.09 0.81 0.001 level + Solapur North Solapur 1.02 0.41 0.05 level + Solapur South Solapur 1.08| 0.85 0.001 level + 2. Cotton Area Taluka District CGR r Significant change Jamkhed Ahmadnagar 0.004 0.05 NS Karjat Ahmadnagar -0.077 -0.74 0.01 level - Nagar Ahmadnagar -0.065 -0.78 0.001 level - Nevasa Ahmadnagar -0.003 -0.04 NS Parner Ahmadnagar -0.051 -0.64 0.05 level - Pathardi Ahmadnagar -0.007 -0.1 NS Rahuri Ahmadnagar -0.026 -0.52 0.01 level - Shevgaon Ahmadnagar -0.005 -0.06 NS Shrigonda Ahmadnagar -0.084 -0.88 0.001 level - Ambejogai Beed 0.016 0.38 NS AshtLBeed Beed 0.052 0.76 0.001 level + Beed Beed 0.053 0.8 0.001 level + Dharur Beed 0.027 0.39 NS Georai Beed 0.012 0.28 NS Kaij Beed 0.019 0.35 NS Manjlegaon Beed 0.01 0.51 0.05 level + Parli Beed 0.101 0.91 0.05 level + Patoda Beed 0.047 0.51 0.05 level + Shirur (Kasar) Beed 0.586 1 NS Wadwani Beed 0.3 1 NS Bhum Osmanabad 0.038 0.6 0.05 level + Kalamb Osmanabad -0.014 -0.22 NS Lohara Osmanabad -0.028 -0.87 NS Osmanabad Osmanabad 0.031 0.68 0.05 level + Paranda Osmanabad 0.047 0.74 0.05 level + Tuljapur Osmanabad 0.022 0.2 NS Umarga Osmanabad -0.004 -0.06 NS Washi Osmanabad -0.318 -1 NS Baramati Pune -0.071 -0.87 0.001 level - Daund Pune -0.054 -0.8 0.01 level - Indapur Pune -0.087 -0.87 0.01 level - Man Satara -0.002 -0.08 NS Phaltan Satara -0.048 -0.76 0.001 level - Akkalkot Solapur -0.038 -0.69 0.01 level - Barshi Solapur -0.007 -0.1 NS Karmala Solapur 0.02 0.28 NS Madha Solapur 0.004 0.06 NS Malshiras Solapur -0.064 -0.81 0.001 level - Mangalvedhe Solapur -0.016 -0.49 0.05 level Mohol Solapur -0.018 -0.4 0.05 level - Pandharpur Solapur -0.017 -0.47 0.05 level - Sangole Solapur -0.009 -0.42 0.05 level - Solapur North Solapur -0.011 -0.17 NS Solapur South Solapur -0.062 -0.66 0.01 level - 9. Saffower (Kardai) Area Taluka District CGR r Significant change Jamkhed Ahmadnagar -0.03 -0.44 0.05 level - Karjat Ahmadnagar -0.02 -0.78 0.001 level - Nagar Ahmadnagar -0.02 -0.59 0.01 level - Nevasa Ahmadnagar -0.01 -0.61 0.01 level - Parner Ahmadnagar -0.01 -0.35 NS Pathardi Ahmadnagar 0.01 0.21 NS Rahuri Ahmadnagar -0.05 -0.87 0.001 level - Shevgaon Ahmadnagar -0.02 -0.62 0.01 level - Shrigonda Ahmadnagar -0.02 -0.63 0.01 level - Ambejogai Beed -0.02 -0.45 0.05 level - AshtLBeed Beed 0 -0.14 NS Beed Beed -0.01 -0.36 NS Dharur Beed 0.02 0.16 NS Georai Beed -0.01 -0.39 0.05 level - Kaij Beed -0.01 -0.68 0.01 level - Manjlegaon Beed -0.01 -0.51 0.05 level - Parli Beed -0.04 -0.65 NS Patoda Beed -0.01 -0.67 0.01 level - Shirur (Kasar) Beed -0.09 -1 NS Wadwani Beed -0.15 -0.98 NS Bhum Osmanabad -0.01 -0.25 NS Kalamb Osmanabad 0.01 0.64 0.01 level + Lohara Osmanabad 0 0.37 NS Osmanabad Osmanabad 0.01 0.49 0.05 level + Paranda Osmanabad 0 0.15 NS Tuljapur Osmanabad 0.01 0.6 0.01 level + Umarga Osmanabad 0.01 0.3 NS Washi Osmanabad -0.33 -1 NS Baramati Pune -0.01 -0.35 NS Daund Pune -0.04 -0.85 0.001 level - Indapur Pune -0.03 -0.58 0.01 level - Man Satara -0.04 -0.76 0.001 level - Phaltan Satara -0.03 -0.76 0.001 level - Akkalkot Solapur -0.02 -0.59 0.01 level - Barshi Solapur -0.02 -0.49 0.05 level - Karmala Solapur -0.01 -0.42 0.05 level - Madha Solapur -0.03 -0.6 0.01 level - Malshiras Solapur -0.04 -0.67 0.01 level - Mangalvedhe Solapur 0 -0.06 NS Mohol Solapur -0.04 -0.72 0.001 level - Pandharpur Solapur -0.03 -0.47 0.05 level - Sangole Solapur -0.04 -0.83 0.001 level - Solapur North Solapur -0.07 -0.85 0.001 level - Solapur South Solapur -0.05 -0.83 0.001 level - Annexure 2 Crop concentration (CI) and Crop Yield (Yl) indices Rabi Sorghum No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 4.86 0 NS 2 Karjat Ahmadnagar 4.81 0.1 NS 3 Nagar Ahmadnagar 3.9 0 NS 4 Nevasa Ahmadnagar 11.09 -0.4 0.001 level - 5 Parner Ahmadnagar 7.39 0 NS 6 Pathardi Ahmadnagar 2.57 0.1 0.001 level + 7 Rahuri Ahmadnagar 2.55 0 0.05 level - 8 Shevgaon Ahmadnagar 3.13 -0.2 0.001 level - 9 Shrigonda Ahmadnagar 3.76 0.1 0.05 level + 10 Ambejogai Beed 0.96 0 0.05 level • 11 Ashti Beed Beed 8.03 -0.2 0.05 level - 12 Beed Beed 6.29 0 NS 13 Dharur Beed 0.42 0 NS 14 Georai Beed 3.92 0.1 NS 15 Kaij Beed 1.45 0 NS 16 Manjlegaon Beed 5.15 -0.1 NS 17 Parli Beed 0.79 -0.1 NS 18 Patoda Beed 3.48 0 NS 19 Shirur (Kasar) Beed 1.78 0.2 NS 20 Wadwani Beed 0.22 0 NS 21 Bhum Osmanabad 2.57 -0.1 0.01 level - 22 Kalamb Osmanabad 1.63 0 NS 23 Lohara Osmanabad 0.71 0 NS 24 Osmanabad Osmanabad 3.87 0 NS 25 Paranda Osmanabad 6.35 0.2 0.05 level + 26 Tuljapur Osmanabad 4.19 0 NS 27 Umarga Osmanabad 2.46 0 NS 28 Washi Osmanabad 0.63 0.1 NS 29 Baramati Pune 6 0.1 NS 30 Daund Pune 6.27 -0.1 NS 31 Indapur Pune 7.95 0.1 NS 32 Man Satara 3.52 0 NS 33 Phaltan Satara 5.1 0.2 0.01 level + 34 Akkalkot Solapur 4.06 0 NS 35 Barshi Solapur 12.81 0.2 NS 36 Karmala Solapur 5.26 0 NS 37 Madha Solapur 6.27 0 NS 38 Malshiras Solapur 5.35 -0.1 NS 39 Mangalvedhe Solapur 6.95 0 NS 40 Mohol Solapur 4.85 0.1 NS 41 Pandharpur Solapur 9.89 -0.2 0.05 level - 42 Sangole Solapur 4.64 0 NS 43 Solapur North Solapur 5.88 0 NS 44 Solapur South Solapur 4.71 0 NS CI - Concentration Index CSign = statistical significance of concentration index (usi test of significance) C_ch = significant change (increase +; decrease -) concentration Wheat No Taluka J District CI C_slope C_sign C_ch 1 Jamkhed Ahmadnagar 1.45 0.05 NS 2 Karjat Ahmadnagar 0.49 0.01 0.05 level + 3 Nagar Ahmadnagar 0.77 0.01 NS 4 Nevasa Ahmadnagar 5.13 0.06 NS 5 Parner Ahmadnagar 1.15 0.03 NS 6 Pathardi Ahmadnagar 0.6 0.01 NS 7 Rahuri Ahmadnagar 2.33 0.03 NS 8 Shevgaon Ahmadnagar 0.85 -0.04 0.01 level - 9 Shrigonda Ahmadnagar 0.67 0.06 0.001 level + 10 Ambejogai Beed 2.2 -0.16 0.01 level - 11 Ashti Beed 1.95 -0.06 NS 12 Beed Beed 3.23 -0.22 0.001 level - 13 Dharur Beed 0.39 0.04 NS 14 Georai Beed 1.08 -0.01 NS 15 Kaij Beed 2.23 -0.04 NS 16 Manjlegaon Beed 2.3 -0.06 NS 17 Parli Beed 0.12 0.02 0.01 level + 18 Patoda Beed 1.13 0 NS 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 1.29 -0.06 0.01 level - 22 Kalamb Osmanabad 1.42 -0.09 0.001 level - 23 Lohara Osmanabad 0.06 ND NS 24 Osmanabad Osmanabad 1.87 -0.04 NS 25 Paranda Osmanabad 1.14 -0.01 NS 26 Tuljapur Osmanabad 2.02 -0.02 NS 27 Umarga Osmanabad 1.26 -0.02 NS 28 Washi Osmanabad ND NS 29 Baramati Pune 2.06 0.1 0.05 level + 30 Daund Pune 3.26 -0.18 0.05 level - 31 Indapur Pune 3.23 0.08 NS 32 Man Satara 0.96 0.01 NS 33 Phaltan Satara 1.65 0.08 0.01 level + 34 Akkalkot Solapur 0.51 -0.02 0.01 level - 35 Barshi Solapur 2.01 0.09 0.05 level + 36 Karmala Solapur 0.89 0 NS 37 Madha Solapur 0.59 -0.01 NS 38 Malshiras Solapur 2.04 0.02 NS 39 Mangalvedhe Solapur 1.54 0 NS 40 Mohol Solapur 2.19 -0.03 NS 41 Pandharpur Solapur 1.52 0.05 0.05 level + 42 Sangole Solapur 0.44 0 0.05 level - 43 Solapur North Solapur 0.5 0 NS 44 Solapur South Solapur 0.56 0 NS Blackgram No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 1.39 0.09 0.05 level + 2 Karjat Ahmadnagar 0.02 0 NS ! 3 Nagar Ahmadnagar 0.01 0 0.05 level + 4 Nevasa Ahmadnagar 0.29 -0.04 NS 5 Parner Ahmadnagar 0.39 0.01 NS 6 Pathardi Ahmadnagar 0.03 0 NS 7 Rahuri Ahmadnagar 0 0 NS 8 Shevgaon Ahmadnagar 0.22 0.02 NS 9 Shrigonda Ahmadnagar 0 0 0.05 level - 10 Ambejogai Beed 3.36 -0.02 NS 11 Ashti Beed Beed 0.69 0.02 NS 12 Beed Beed 1.84 -0.11 0.05 level - 13 Dharur Beed 0.54 0.06 0.05 level + 14 Georai Beed 0.28 0.02 NS 15 Kaij Beed 2.51 -0.15 0.01 level - 16 Manjlegaon Beed 0.4 0.01 NS 17 Parli Beed 0.62 0.1 0.01 level + 18 Patoda Beed 5.36 -0.03 NS 19 Shirur(Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 2.81 -0.09 0.05 level - 22 Kalamb Osmanabad 3.69 -0.2 0.01 level - 23 Lohara Osmanabad NS 24 Osmanabad Osmanabad 4.49 -0.04 NS 25 Paranda Osmanabad 0.7 -0.05 NS 26 Tuljapur Osmanabad 10.14 -0.15 NS 27 Umarga Osmanabad 12.87 0.22 NS 28 Washi Osmanabad ND NS 29 Baramati Pune 0.13 0 NS 30 Daund Pune 0.11 0 NS 31 Indapur Pune 0.15 0 NS 32 Man Satara 0.07 0 NS 33 Phaltan Satara 0.08 0.01 NS 34 Akkalkot Solapur 0.69 0.05 0.01 level + 35 Barshi Solapur 1.14 0.06 NS 36 Karmala Solapur 0.01 0 NS 37 Madha Solapur 0.06 0 NS 38 Malshiras Solapur ND NS 39 Mangalvedhe Solapur 0.03 0 0.01 level - 40 Mohol Solapur 0.08 0 NS 41 Pandharpur Solapur ND NS 42 Sangole Solapur 0.02 0 0.01 level + 43 Solapur North Solapur 0.1 0 NS 44 Solapur South Solapur 0.11 0 NS Cotton No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 0.05 0 NS 2 Karjat Ahmadnagar 0.17 0 0.001 level - 3 Nagar Ahmadnagar 0.1 0 0.001 level - 4 Nevasa Ahmadnagar 0.7 0 NS 5 Parner Ahmadnagar 0.13 0 0.001 level - 6 Pathardi Ahmadnagar 0.08 0 0.05 level - 7 Rahuri Ahmadnagar 0.58 0 0.05 level - 8 Shevgaon Ahmadnagar 1.46 -0.1 0.01 level - 9 Shrigonda Ahmadnagar 0.1 0 0.001 level .. 10 Ambejogai Beed 4.31 0.1 NS 11 Ashti Beed Beed 2.35 0.1 0.05 level + 12 Beed Beed 3.47 0.2 0.01 level + 13 Dharur Beed 1.56 0.2 0.01 level + 14 Georai Beed 5.93 0.1 NS 15 Kaij Beed 1.55 0 NS 16 Manjlegaon Beed 17.76 0.2 NS 17 Parli Beed 2.1 0.3 0.001 level + 18 Patoda Beed 0.88 0.1 0.05 level + 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 0.04 0 NS 22 Kalamb Osmanabad 0.02 0 0.01 level - 23 Lohara Osmanabad 0.02 NS 24 Osmanabad Osmanabad 0.03 0 NS 25 Paranda Osmanabad 0.03 0 0.01 level - 26 Tuljapur Osmanabad 0.05 0 NS 27 Umarga Osmanabad 0.03 0 0.05 level - 28 Washi Osmanabad ND NS 29 Baramati Pune 0.88 -0.1 0.01 level - 30 Daund Pune 1.17 -0.1 0.01 level - 31 Indapur Pune 2.52 -0.1 NS 32 Man Satara 1.39 0 NS 33 Phaltan Satara 1.48 -0.1 0.001 level - 34 Akkalkot Solapur 0.87 -0.1 0.01 level - 35 Barshi Solapur 0.03 0 NS 36 Karmala Solapur 0.04 0 0.01 level - 37 Madha Solapur 0.1 0 NS 38 Malshiras Solapur 1.6 -0.1 0.001 level - 39 Mangalvedhe Solapur 1.23 0 NS 40 Mohol Solapur 1.07 -0.1 0.05 level - 41 Pandharpur Solapur 0.73 0 0.05 level - 42 Sangole Solapur 0.69 0 NS 43 Solapur North Solapur 0.02 0 0.05 level - 44 Solapur South Solapur 0.56 0 0.01 level - Greengram No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 1.91 0.1 0.05 level + 2 Karjat Ahmadnagar 0.38 0 NS 3 Nagar Ahmadnagar 0.81 0 0.01 level + 4 Nevasa Ahmadnagar 0.85 0 NS 5 Parner Ahmadnagar 2.4 0.2 0.01 level + 6 Pathardi Ahmadnagar 0.46 0 0.05 level + 7 Rahuri Ahmadnagar 0.57 0 0.05 level + 8 Shevgaon Ahmadnagar 0.88 0 0.01 level - 9 Shrigonda Ahmadnagar 0.3 0 NS 10 Ambejogai Beed 3.91 -0.1 NS 11 Ashti_Beed Beed 2.09 0 NS 12 Beed Beed 5.11 -0.2 0.05 level - 13 Dharur Beed 2.37 0 NS 14 Georai Beed 2.32 0 NS 15 Kaij Beed 2.8 0 NS 16 Manjlegaon Beed 7.38 -0.3 0.05 level - 17 Parli Beed 1.1 -0.1 NS 18 Patoda Beed 3.53 -0.1 NS

19 Shirur(Kasar) Beed LND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 1.57 -0.1 0.05 level - 22 Kalamb Osmanabad 2.47 0 NS 23 Lohara Osmanabad 1.38 ND NS 24 Osmanabad Osmanabad 2.41 0 NS 25 Paranda Osmanabad 0.93 0 NS 26 Tuljapur Osmanabad 3.71 0 NS 27 Umarga Osmanabad 3.39 0.1 0.01 level + 28 Washi Osmanabad ND NS 29 Baramati Pune 0.5 0 NS 30 Daund Pune 0.51 0 0.05 level - 31 Indapur Pune 0.87 0 NS 32 Man Satara 0.43 0 NS 33 Phaltan Satara 0.48 0 0.01 level + 34 Akkalkot Solapur 0.47 0 NS 35 Barshi Solapur 1.15 0 NS 36 Karmala Solapur 0.34 0 NS 37 Madha Solapur 0.43 0 NS 38 Malshiras Solapur 0.45 0 NS 39 Mangalvedhe Solapur 0.41 0 NS 40 Mohol Solapur 0.43 0 NS 41 Pandharpur Solapur 0.64 0 NS 42 Sangole Solapur 0.45 0 NS 43 Solapur North Solapur 0.48 0 NS 44 Solapur South Solapur 0.47 0 NS Bengalgram No taluka district CI C_Slope C_sign C_ch 1 Jamkhed Ahmadnagar 0.44 0 0.01 level - 2 Karjat Ahmadnagar 0.65 0 NS 3 Nagar Ahmadnagar 1 0 NS 4 Nevasa Ahmadnagar 1.01 0 NS 5 Parner Ahmadnagar 0.54 0 0.01 level + 6 Pathardi Ahmadnagar 1.03 0 NS 7 Rahuri Ahmadnagar 0.93 0 NS 8 Shevgaon Ahmadnagar 1.08 0 NS 9 Shrigonda Ahmadnagar 0.62 0 NS 10 Ambejogai Beed 0.85 0 NS 11 Ashti_Beed Beed 1.16 0 0.01 level - 12 Beed Beed 1.22 0 NS 13 Dharur Beed 0.53 0 NS 14 Georai Beed 1.17 0 0.01 level - 15 Kaij Beed 1.05 0 NS 16 Manjlegaon Beed 0.86 0 NS 17 Parli Beed 0.31 0 NS 18 Patoda Beed 1.01 0 NS 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 1.53 0 NS 22 Kalamb Osmanabad 1.63 0 NS 23 Lohara Osmanabad 0.27 ND NS 24 Osmanabad Osmanabad 1.83 0 NS 25 Paranda Osmanabad 1.68 0 NS 26 Tuljapur Osmanabad 0.95 0 NS 27 Umarga Osmanabad 1.2 0 0.05 level - 28 Washi Osmanabad ND NS 29 Baramati Pune 0.94 0 NS 30 Daund Pune 0.69 0 NS 31 Indapur Pune 0.74 0 NS 32 Man Satara 0.71 0 NS 33 Phaltan Satara 0.43 0 NS 34 Akkalkot Solapur 1.67 -0.2 NS 35 Barshi Solapur 2.01 0 NS 36 Karmala Solapur 1.28 0 0.05 level - 37 Madha Solapur 1.09 0 NS 38 Malshiras Solapur 0.97 0 NS 39 Mangalvedhe Solapur 1.31 -0.1 0.01 level - 40 Mohol Solapur 1.08 0 NS 41 Pandharpur Solapur 1.18 0 NS 42 Sangole Solapur 0.85 0 NS 43 Solapur North Solapur 0.64 0 0.01 level - 44 Solapur South Solapur 0.99 0 NS Groundnut No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 2.04 0.1 NS 2 Karjat Ahmadnagar 0.3 0 0.01 level + 3 Nagar Ahmadnagar 0.34 0 NS 4 Nevasa Ahmadnagar 2.49 0 NS 5 Parner Ahmadnagar 0.67 0 NS 6 Pathardi Ahmadnagar 0.19 0 NS 7 Rahuri Ahmadnagar 0.55 0 NS 8 Shevgaon Ahmadnagar 0.26 0 NS 9 Shrigonda Ahmadnagar 0.32 0 0.05 level + 10 Ambejogai Beed 3.55 -0.1 0.05 level - 11 Ashti Beed 1.31 0.1 0.05 level + 12 Beed Beed 2.62 -0.1 NS 13 Dharur Beed 2.97 -0.2 NS 14 Georai Beed 1.48 0 NS 15 Kaij Beed 2.45 -0.1 NS 16 Manjlegaon Beed 3.49 0 NS 17 Parli Beed 1.62 0 NS 18 Patoda Beed 1.61 0 NS 19 Shirur (Kasar) Beed 6.95 2.2 NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 0.88 -0.1 0.01 level • 22 Kalamb Osmanabad 1.29 0 0.05 level - 23 Lohara Osmanabad 2.96 0.3 NS 24 Osmanabad Osmanabad 2.25 0 NS 25 Paranda Osmanabad 0.75 0 NS 26 Tuljapur Osmanabad 7.01 0 NS 27 Umarga Osmanabad 3.92 -0.1 0.05 level - 28 Washi Osmanabad ND NS 29 Baramati Pune 0.22 0 0.05 level + 30 Daund Pune 0.72 -0.1 0.05 level - 31 Indapur Pune 0.42 0 NS 32 Man Satara 0.38 0 NS 33 Phaltan Satara 0.34 0 0.01 level + 34 Akkalkot Solapur 2.22 0 NS 35 Barshi Solapur 1.9 0 NS 36 Karmala Solapur 0.21 0 0.01 level - 37 Madha Solapur 0.81 0 NS 38 Malshiras Solapur 0.4 0 NS 39 Manga Ivedhe Solapur 1.11 0 NS 40 Mohol Solapur 0.98 0 NS 41 Pandharpur Solapur 1.6 0 NS 42 Sangole Solapur 0.56 0 NS 43 Solapur North Solapur 1.04 0 NS 44 Solapur South Solapur 1.51 0 NS Kharif Sorghum No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 0.53 0.01 NS 2 Karjat Ahmadnagar 0.05 0 NS 3 Nagar Ahmadnagar 0.12 0 NS 4 Nevasa Ahmadnagar 0.56 -0.02 NS 5 Parner Ahmadnagar 0.08 -0.01 NS 6 Pathardi Ahmadnagar 0.03 0 0.05 level - 7 Rahuri Ahmadnagar 0.51 0.02 0.05 level + 8 Shevgaon Ahmadnagar 0.12 -0.01 0.01 level - 9 Shrigonda Ahmadnagar 0.07 0 NS 10 Ambejogai Beed 8.93 -0.2 NS 11 Ashti_Beed Beed 0.59 -0.01 NS 12 Beed Beed 2.79 -0.12 0.01 level - 13 Dharur Beed 2.86 -0.08 NS 14 Georai Beed 0.44 -0.01 NS 15 Kaij Beed 7.42 -0.16 NS 16 Manjlegaon Beed 2.08 0 NS 17 Parli Beed 3.23 0.11 NS 18 Patoda Beed 1.51 0.01 NS 19 Shirur (Kasar) Beed 0.24 0.06 NS 20 Wadwani Beed 0.99 -1.14 NS 21 Bhum Osmanabad 1.78 -0.01 NS 22 Kalamb Osmanabad 5.12 -0.05 NS 23 Lohara Osmanabad 2.02 -0.04 NS 24 Osmanabad Osmanabad 6.06 0.09 NS 25 Paranda Osmanabad 0.1 0.01 0.001 level + 26 Tuljapur Osmanabad 2.87 0 NS 27 Umarga Osmanabad 5.14 0.07 NS 28 Washi Osmanabad 1.53 -0.25 NS 29 Baramati Pune 0.4 -0.02 0.01 level - 30 Daund Pune 0.93 -0.15 0.05 level - 31 Indapur Pune 1.65 -0.12 NS 32 Man Satara 0.41 -0.01 NS 33 Phaltan Satara 0.18 -0.01 NS 34 Akkalkot Solapur 0.03 0 NS 35 Barshi Solapur 0.58 0 NS 36 Karmala Solapur 0.02 0 NS 37 Madha Solapur 0.13 -0.01 0.05 level - 38 Malshiras Solapur 0.11 0 NS 39 Mangalvedhe Solapur 0.31 -0.01 NS 40 Mohol Solapur 0.22 0 NS 41 Pandharpur Solapur 0.22 -0.02 0.01 level - 42 Sangole Solapur 0.22 0 NS 43 Solapur North Solapur 0.05 0 0.05 level - 44 Solapur South Solapur 0.03 0 NS Bajra (Pearlmillet) No taluka district CI C_Slope C_sign C_ch 1 Jamkhed Ahmadnagar 2.1 0.2 0.001 level + 2 Karjat Ahmadnagar 0.41 0 NS 3 Nagar Ahmadnagar 0.75 0 0.05 level + 4 Nevasa Ahmadnagar 4.78 0 NS 5 Parner Ahmadnagar 4.35 -0.1 NS 6 Pathardi Ahmadnagar 3.08 0 NS 7 Rahuri Ahmadnagar 1.47 0 NS 8 Shevgaon Ahmadnagar 2.29 0 NS 9 Shrigonda Ahmadnagar 0.23 0 NS 10 Ambejogai Beed 0.89 0 NS 11 Ashti Beed Beed 1.91 -0.1 0.05 level - 12 Beed Beed 5.4 -0.1 NS 13 Dharur Beed 4 -0.1 NS 14 Georai Beed 2.15 0.1 0.01 level + 15 Kaij Beed 2.03 -0.1 NS 16 Manjlegaon Beed 2.94 0 NS 17 Parli Beed 0.94 -0.1 NS 18 Patoda Beed 5.07 0.1 NS 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 0.16 0 NS 22 Kalamb Osmanabad 0.13 0 0.01 level + 23 Lohara Osmanabad 0.17 ND NS 24 Osmanabad Osmanabad 0.04 0 NS 25 Paranda Osmanabad 0.21 0 NS 26 Tuljapur Osmanabad 0.56 -0.1 0.001 level - 27 Umarga Osmanabad 0.3 0 NS 28 Washi Osmanabad ND NS 29 Baramati Pune 0.59 0 NS 30 Daund Pune 2.43 -0.3 0.01 level - 31 Indapur Pune 0.99 0 NS 32 Man Satara 6.56 0 NS 33 Phaltan Satara 1.47 0.1 0.05 level + 34 Akkalkot Solapur 0.22 0 0.001 level - 35 Barshi Solapur 0.1 0 NS 36 Karmala Solapur 0.23 0 NS 37 Madha Solapur 0.18 0 0.001 level - 38 Malshiras Solapur 0.8 0 NS 39 Mangalvedhe Solapur 3.14 0 NS 40 Mohol Solapur 0.38 0 0.001 level - 41 Pandharpur Solapur 0.37 0 0.01 level - 42 Sangole Solapur 1.52 0 0.01 level - 43 Solapur North Solapur 0.11 0 0.001 level - 44 Solapur South Solapur 0.18 0 0.001 level - Pigeonpea No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 2.11 0.15 0.001 level + 2 Karjat Ahmadnagar 0.76 -0.01 NS 3 Nagar Ahmadnagar 0.07 0.01 0.05 level + 4 Nevasa Ahmadnagar 6.74 -0.03 NS 5 Parner Ahmadnagar 0.26 0.01 0.05 level + 6 Pathardi Ahmadnagar 1.79 0.03 NS 7 Rahuri Ahmadnagar 0.02 0 NS 8 Shevgaon Ahmadnagar 0.07 0 NS 9 Shrigonda Ahmadnagar 0.12 0.01 0.001 level + 10 Ambejogai Beed 3.72 -0.17 0.05 level - 11 Ashti Beed Beed 0.77 0 NS 12 Beed Beed 2.29 -0.09 0.01 level - 13 Dharur Beed 0.25 0.02 0.01 level + 14 Georai Beed 1.52 -0.1 NS 15 Kaij Beed 3.05 -0.07 0.05 level - 16 Manjlegaon Beed 1.71 -0.06 NS 17 Parli Beed 1.4 -0.09 0.001 level - 18 Patoda Beed 1.54 0.03 NS 19 Shirur(Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 0.53 -0.03 0.01 level - 22 Kalamb Osmanabad 1.46 0.08 0.05 level + 23 Lohara Osmanabad 2.1 0.11 NS 24 Osmanabad Osmanabad 0.46 0 NS 25 Paranda Osmanabad 2.96 0.02 NS 26 Tuljapur Osmanabad 0.34 0 NS 27 Umarga Osmanabad 4.72 0.16 0.05 level + 28 Washi Osmanabad ND NS 29 Baramati Pune 5.25 -0.02 NS 30 Daund Pune 5.23 -0.66 0.001 level - 31 Indapur Pune 3.68 0.03 NS 32 Man Satara 0.01 0 NS 33 Phaltan Satara ND NS 34 Akkalkot Solapur 2.55 -0.09 0.001 level - 35 Barshi Solapur 3.52 0.01 NS 36 Karmala Solapur 0.1 0 NS 37 Madha Solapur 0.01 0 NS 38 Malshiras Solapur 0 0 NS 39 Mangalvedhe Solapur 0.28 0.01 NS 40 Mohol Solapur 0.72 -0.02 0.01 level - 41 Pandharpur Solapur 0.19 0.01 0.05 level + 42 Sangole Solapur 0.81 0.05 0.01 level + 43 Solapur North Solapur 3.67 -0.3 0.001 level - 44 Solapur South 1 Solapur ND NS Sugarcane No taluka district CI C_Slope C_sign C_ch 1 Jamkhed Ahmadnagar 0.52 0 0.05 level + 2 Karjat Ahmadnagar 0.36 0 NS 3 Nagar Ahmadnagar 0.29 0 0.05 level - 4 Nevasa Ahmadnagar 10.44 0 NS 5 Parner Ahmadnagar 0.23 0 NS 6 Pathardi Ahmadnagar 0.35 0 NS 7 Rahuri Ahmadnagar 4.8 -0.1 0.01 level ! - 8 Shevgaon Ahmadnagar 0.84 0 0.05 level + 9 Shrigonda Ahmadnagar 0.65 0 0.05 level + 10 Ambejogai Beed 0.81 0 NS 11 Ashti Beed Beed 1.36 0 NS 12 Beed Beed 1 0 NS 13 Dharur Beed 0.78 0 NS 14 Georai Beed 0.59 0 NS 15 Kaij Beed 0.51 0 NS 16 Manjlegaon Beed 3.11 -0.4 NS 17 Parli Beed 0.2 0 NS 18 Patoda Beed 0.58 0 NS 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 0.21 0 0.05 level - 22 Kalamb Osmanabad 0.6 0 NS 23 Lohara Osmanabad 0.03 ND NS 24 Osmanabad Osmanabad 0.95 0 NS 25 Paranda Osmanabad 0.38 0 NS 26 Tuljapur Osmanabad 1.94 0.1 NS 27 Umarga Osmanabad 0.63 0 NS 28 Washi Osmanabad ND NS 29 Baramati Pune 3.15 0 NS 30 Daund Pune 5.62 -0.4 0.01 level - 31 Indapur Pune 8.25 0.1 NS 32 Man Satara 0.38 0 NS 33 Phaltan Satara 2.9 0 NS 34 Akkalkot Solapur 0.46 0 NS 35 Barshi Solapur 0.46 0 0.05 level + 36 Karmala Solapur 0.47 0 0.01 level + 37 Madha Solapur 0.34 0 NS 38 Malshiras Solapur 4.53 -0.1 NS 39 Mangalvedhe Solapur 1.5 0.1 0.01 level + 40 Mohol Solapur 1.14 0 NS 41 Pandharpur Solapur 3.62 0.2 0.01 level + 42 Sangole Solapur 0.59 0 0.01 level + 43 Solapur North Solapur 0.54 0 0.01 level - 44 Solapur South Solapur 0.66 0 0.01 level + Safflower No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 4.21 0.2 0.01 level + 2 Karjat Ahmadnagar 1.1 0 0.01 level - 3 Nagar Ahmadnagar 1.44 0 NS 4 Nevasa Ahmadnagar 2.87 0 NS 5 Parner Ahmadnagar 2.31 0 NS 6 Pathardi Ahmadnagar 0.67 0 0.01 level + 7 Rahuri Ahmadnagar 0.32 0 0.001 level - 8 Shevgaon Ahmadnagar 0.86 0 0.05 level - 9 Shrigonda Ahmadnagar 1.1 0 NS 10 Ambejogai Beed 0.94 0 NS 11 Ashti_Beed Beed 2.54 -0.1 0.05 level - 12 Beed Beed 1.74 0 NS 13 Dharur Beed 0.09 0 NS 14 Georai Beed 2.19 0 NS 15 Kaij Beed 0.63 0 NS 16 Manjlegaon Beed 2.7 0 NS 17 Parli Beed 1.36 -0.1 NS 18 Patoda Beed 0.91 0 NS 19 Shirur(Kasar) Beed ND NS 20 Wadwani Beed 0.08 ND NS 21 Bhum Osmanabad 1.33 0 NS 22 Kalamb Osmanabad 1.04 0 0.05 level + 23 Lohara Osmanabad 0.61 ND NS 24 Osmanabad Osmanabad 1.58 0 NS 25 Paranda Osmanabad 2.29 0.1 0.01 level + 26 Tuljapur Osmanabad 2.33 0 NS 27 Umarga Osmanabad 0.79 0 0.05 level + 28 Washi Osmanabad ND NS 29 Baramati Pune 0.93 0 NS 30 Daund Pune 5.36 -0.7 0.001 level - 31 Indapur Pune 3.48 0 NS 32 Man Satara 0.29 0 NS 33 Phaltan Satara 0.42 0 NS 34 Akkalkot Solapur 0.55 0 0.05 level - 35 Barshi Solapur 0.76 0 0.01 level + 36 Karmala Solapur 2.08 0 NS 37 Madha Solapur 1.69 0 NS 38 Malshiras Solapur 0.42 0 0.01 level - 39 Mangalvedhe Solapur 3.74 0.2 0.05 level + 40 Mohol Solapur 1.46 -0.1 0.001 level - 41 Pandharpur Solapur 1.33 0 NS 42 Sangole Solapur 0.45 0 0.001 level - 43 Solapur North Solapur 0.23 0 0.001 level - 44 Solapur South Solapur 0.35 0 0.001 level - Pulses Kharif No taluka district CI C_Slope C_sign C ch 1 Jamkhed Ahmadnagar 1.95 0.13 0.001 level + 2 Karjat Ahmadnagar 0.53 0.00 NS 3 Nagar Ahmadnagar 0.21 0.01 0.01 level + 4 Nevasa Ahmadnagar 4.20 0.04 NS 5 Parner Ahmadnagar 0.75 0.03 0.01 level + 6 Pathardi Ahmadnagar 1.18 0.03 0.05 level + 7 Rahuri Ahmadnagar 0.12 0.01 0.05 level + 8 Shevgaon Ahmadnagar 0.31 -0.01 NS 9 Shrigonda Ahmadnagar 0.14 0.01 0.01 level + 10 Ambejogai Beed 3.73 -0.12 NS 11 Ashti Beed Beed 0.98 0.00 NS 12 Beed Beed 3.07 -0.15 0.01 level - 13 Dharur Beed 0.45 0.03 0.05 level + 14 Georai Beed 0.88 0.03 0.05 level + 15 Kaij Beed 2.91 -0.07 0.05 level - 16 Manjlegaon Beed 3.10 -0.09 NS 17 Parli Beed 0.94 -0.03 0.05 level - 18 Patoda Beed 2.30 0.03 NS 19 Shirur (Kasar) Beed ND NS 20 Wadwani Beed ND NS 21 Bhum Osmanabad 1.17 -0.07 0.01 level - 22 Kalamb Osmanabad 1.82 0.00 NS 23 Lohara Osmanabad 0.83 0.08 NS 24 Osmanabad Osmanabad 1.59 -0.04 NS 25 Paranda Osmanabad 2.10 0.01 NS 26 Tuljapur Osmanabad 2.61 -0.05 NS 27 Umarga Osmanabad 5.62 0.16 0.05 level + 28 Washi Osmanabad ND NS 29 Baramati Pune 3.09 0.04 NS 30 Daund Pune 2.69 -0.32 0.001 level - 31 Indapur Pune 2.29 0.03 NS 32 Man Satara 0.10 0.00 NS 33 Phaltan Satara ND NS 34 Akkalkot Solapur 1.63 -0.03 0.01 level - 35 Barshi Solapur 1.79 0.12 0.01 level + 36 Karmala Solapur 0.11 0.00 NS 37 Madha Solapur 0.09 0.00 0.01 level - 38 Malshiras Solapur 0.03 0.00 NS 39 Mangalvedhe Solapur 0.25 0.01 NS 40 Mohol Solapur 0.47 -0.01 0.01 level - 41 Pandharpur Solapur 0.23 0.00 NS 42 Sangole Solapur 0.34 0.03 0.001 level + 43 Solapur North Solapur 2.00 -0.14 0.001 level - 44 Solapur South Solapur ND NS Annexure 3 Irrigation: Per cent of GCA

IRRIGATION IRRIGATION Hot dry semi arid agro ecological sub region Hoi dry semi arid agro ecological sub region 1970 I960

IRRIGATION IRRIGATION Hot dry semi arid agro ecological sub regior Ho* dry semi and agro ecological SJD reg en 19S0

253 IRRIGATION Hot dry semi and agro ecological sub region 2007

Legend Percentage of CCA

1993-1240 H 3240 44 V ^H >44 »7

Regression analysis- rabi sorghum

a) Jamkhed y- 905.5x4 37652 I:.) y---1254x« 58262 J Nevasa 2 J 00 R - 0.663 100 R 0.524 1 80 80 Area | 60 GO Best fit line 40 : n Ared 40 £20

Best fit Besllil Hit line

Regression analysis- kharif sorghum

254 78 12x. 2468 R! 0 608 14 04i. 195 1 Pandharpur 1200 R' 0 385

1000

I X -Pandharpur Area

200 Besl lil line O i/* O

Regression analysis- wheat V 301.1xi 549 5 R; - 0.791 Shrigonda Ambejogai 1 416.4. I 14591 R: = 0 395

Best lil line Ben fil itte S o •io 2 2

Regression analysis- kharif pulses

V 164 3x$67i Sangole North Solapur y -300.3x » 10707 R' = 0 82 •8 12 rV = 0.814 ! ' I 10 \ 1 8 V !• /Nv* 7/A M 6 ^4^ Area « 4 ! V Area i < 2 Linear 0 toMrt -2 (Area) -2 Tt C- *) CS c «* c> i c* *? 00 M £T> ff. rv 00 00 O* C» O tj, o C- <7< S- i.' c- o c- "• O 197 4 \ 197 9 | \ 200 4 I 197 4 p* e( -jH *4 Ft fN year Y«ar

Regression analysis- Bengal gram (rabi pulse) y -20.36x . 1173. Parner Jamkhed R1 - 0.347 y S2.69x< 733.6 R'^ 0.384

Best lit line Best lit

Regression analysis- cotton V 686 9x-5295 V -106 2x. 3167. 1 Beed R: 0 617 Baramati R 0.555

I -Area . Best lit . Best lit line

5 « I 1 I I Regression analysis- sugarcane 400 3. 3189 Karmala R-" 0812

Bestftl line

Regression analysis- safflower

Kalamb y= 124 3xt 3261 Rahuri R'= 0.446 y=-79 92**2613 Ft1•0 877 £ a

-Area -Area - linear(Area) linear (Areal

256 Annexure 4

Meteorological weeks (IMD)

Days Week No. Days Week no. l-7Jan. 1 2-8 July 27 8-14 Jan. 2 9-15 July 28 15-21 Jan. 3 16-22 July 29 22-28 Jan. 4 23-29 July 30 29-4 Feb. 5 30-5 Aug. 31 5-11 Feb. 6 6-12 Aug. 32 12-18 Feb. 7 13 -19 Aug. 33 19-25 Feb. 8 20-26 Aug. 34 26-4 Mar. 9 27-2 Sept. 35 5-11 Mar. 10 3-9 Sept. 36 12 -18 Mar. 11 10-16 Sept. 37 19-25 mar. 12 17 - 23 Sept. 38 26-1 Apr. 13 24 - 30 Sept. 39 2-8 Apr. 14 1-7 Oct. 40 9-15 Apr. 15 8-14 Oct. 41 16-22 Apr. 16 15-21 Oct. 42 23-29 Apr. 17 22 - 28 Oct. 43 30-6 May 18 29-4 Nov. 44 7-13 May 19 5-11 Nov. 45 14-20 May 20 12 -18 Nov. 46 21-27 May 21 19-25 Nov. 47 28-3 June 22 26-2 Dec. 48 4-10 June 23 3-9 Dec. 49 11-17 June 24 10-16 Dec. 50 18-24 June 25 17 - 23 Dec. 51 25-1 July 26 24-31 Dec. 52 Annexure 5

Illustration of ET0 computation

Here the computation of ET0 by Penman Monteith method (Allen et al. 1998) for MW 38,

Ahmadnagar located at 19.04° N and at 630 m height above sea level is illustrated.

Obtained values from meteorological parameters,

Maximum air temperature (Tmax) : 30.5° C

Minimum air temperature (Tmin) : 20.3° C

Mean air temperature (T) : 25.4° C

Wind speed at 2 m height (u2) : 0.8 m/s

Actual hours of sunshine : 6 hrs/day

0.408A(Rn-G)+YT^Lu2(es-eJ

0= A+y(l + 0.34u2) where

1 ET0 = reference evapotranspiration [mm day" ],

R„ = net radiation at the crop surface [MJ m"2 day"1],

G = soil heat flux density [MJ m2 day'1],

T = air temperature at 2 m height [°C], u2 = wind speed at 2 m height [m s"1}, e$ = saturation vapour pressure [kPa],

ea = actual vapour pressure [kPa],

es - ea = saturation vapour pressure deficit [kPa],

A = slope vapour pressure curve [kPa °C-1], y = psychrometric constant [kPa °C-1].

258 Slope of saturation vapour pressure curve [A]

17.27T 409E 0.6108exp T +237.3 A=- 2 (T+ 237.3) = 0.194 kPa°C

Where,

D = slope of saturation vapour pressure curve at air temperature T [kPa'C1],

= air temperature [°C], exp[..] = 2.7183 (base of natural logarithm) raised to the power [..].

The net radiation (Rn):

Rns - Rnl

8.24 MJ m^day"1

Rns - (l-a)Rs

Where,

Rns = short wave radiation (MJ m day )

albedo which is 0.23 for hypothedical grass reference crop

R5 = incoming solar radiation (MJ m day")

R. R,- a, + b, Nj where

-solar or shortwave radiation [MJ m-2 day-1],

^actual duration of sunshine [hour] = 6 hours,

N =maximum possible duration of sunshine or daylight hours [hour] 12.1 hors,

n/N =relative sunshine duration [-] 0.5, Ra =extraterrestrial radiation [MJ m-2 day-1],

a5 =regression constant, expressing the fraction of extraterrestrial radiation reaching the earth on overcast days (n = 0), as+bs ^fraction of extraterrestrial radiation reaching the earth on clear days (n = N).

Where no actual solar radiation data are available and no calibration has been carried out for improved as and bs parameters, the values as = 0.25 and bs = 0.50 are recommended.

Ra = extraterrestrial radiation [MJ m-2 day-1] = 36.1 MJ m2 day'1

'maxK* + minK* R„.= o 0.34-0.14^] 1 35^_ - 0 351

= 2.1MJm2day'1

where

2 1 Rni = net outgoing longwave radiation [MJ m day' ],

G = Stefan-Boltzmann constant [4.903 109 MJ K4 m"2 day"1],

Tmax = K maximum absolute temperature during the 24-hour period [K = °C + 273.16],

Tmin = K minimum absolute temperature during the 24-hour period [K = °C + 273.16],

ea = actual vapour pressure [kPa],

Rs/Rso = relative shortwave radiation (limited to £ 1.0),

2 1 Rs = measured or calculated. (Equation 35) solar radiation [MJ m" day" ],

Rso = calculated (Equation 36 or 37) clear-sky radiation [MJ m-2 day-1].

= (0.25+0.50 )Ra

Soil Heat Flux (G)

GmrIlZlk±lZ ' At 260 where

G = soil heat flux [MJ m-2 day-1],

Cs = soil heat capacity [MJ m-3 °C-1],

Ti = air temperature at time i [°C],

Ti-1 = air temperature at time i-1 [°C],

At = length of time interval [day],

Az = effective soil depth [m].

As the magnitude of the day or ten-day soil heat flux beneath the grass refe relatively small, it may be ignored and thus:

Gday = 0

Psychrometric Constant Cf)

y = -E-xirj3 = 0.00163—

0.06 kPa C1 where: y = psychrometric constant [kPa C1]

1 cp = specific heat of moist air = 1.013 [kJ kg * X' ]

P = atmospheric pressure [kPa]: equations 2 or 4

8 = ratio molecular weight of water vapour/dry air = 0.622

X — latent heat of vaporization [MJ kg"1]

Vapour pressure deficit (es- ea) Vapour pressure deficit = es- ea

= 3.37 -1.48

= 1.9 kPa

Where

ea= actual vapour pressure

17.27L ea=e°(TmJ = 0.611exp Tmin + 237.3

es = saturation vapour pressure

* 2

Grass reference evapotranspiration (ET0)=

step i = o.408(Rn-G)A/( A+ Y(1+0.34U2) = 2.47 mm/day

Step II = 900/(T +273)u2(es-ea) j/[ A + J /(l+0.34u2)] = 0.75 mm/day

ET0= 2.47 + 0.75 = 3.23 * 7 = 22.58 mm Annexure 6

Questionaire

1. Name of village

2. Nameof Taluka and district

3. GPS reading

4. Farmer's name

5. Land holding in ha

6. Crops in kharif season

7. Crops in rabi season

8. Yield in quintals for each crop

9. Soil depth (Deep/ medium/ shallow) which crop for which depth

10. Irrigation facility if any (if yes, well / canal / boar, etc.)

11. Cost of farm management (no of times, no. of workers, etc.)

a) Ploughing

b) Sowing

c) Weeding

d) Harrowing

e) Fertilizers

f) Harvesting