Circular Food Systems and Solutions: Addressing the Water-Energy-Food-Climate Nexus in South Asia
Aditi MukherjiPrincipal Researcher, IWMI
Crawford Fund Annual Conference13th August, 2019
Canberra
Global mean temperature projected by CMIP5 multi-model
ensemble
CO2 concentrations in RCPs (Representative
Concentration Pathways)
© Crown copyright Met Office, Courtesy: Richard Betts, Doug McNeall, Met Office, UK
20–40% of the global human population live in regions that by the decade 2006–2015, had already experienced Warming of more than 1.5°C above pre-industrial In at least one season.
Global mean temperature rise
Understanding Global Warming of 1.5°C
The WGII contribution to the AR6
Greenhouse gas emissions pathways• to limit warming to 1.5°C, CO2 emissions needs to
fall by about 45% by 2030 • to limit warming to 1.5°C, CO2 emissions would
need to reach ‘net zero’ around 2050 • limiting warming to 1.5°C would require massive
changes• deep emissions cuts in all sectors• a range of technologies• behavioural change• increased investment in low carbon options
Slide source: IPCC
Agriculture, food production, and deforestation are major drivers of climate change.
Dietary change is an important route to reduce pressure on land and emissions, but production systems matters.
Coordinated action to tackle climate change can simultaneously improve land, food security and nutrition, and help to end hunger.
• Risks to water in South Asia emanates from both climate and non-climatic drivers
• Melting of glaciers and its impacts and risks on mountain people and downstream – entirely attributable to anthropogenic climate change
• Groundwater over-exploitation – and its impacts on agriculture and cities, is mostly driven by non-climatic factors, though exacerbated by CC– and is largely a result of poor policies
• Actions needed are different• Saving our glaciers needs global community to adhere to their climate
pledges; • While sustainable use of groundwater needs more national and local action
Storyline
The Hindu Kush HimalayaGlobal asset for food, energy, water, carbon, and cultural and biological diversity
Melting of Himalayan Glaciers
In a 1.5˚ C world, glaciers in the HKH will lose 36% volume by 2100 A 2˚ C global
warming scenario implies a regional warming of around 2.7˚ C and a 49% loss of ice volume
Snow covered areas and snow volumes will decrease and snowline elevations will rise;
Snow melt induced run-off peak will be stronger and occur earlier in the year
Source: HIMAP climate change and cryosphere chapters and Kraaijenbrink et al. 2017, Nature
What do these changes mean for the region’s water resources?
Not running out of water, but…
Contribution to total flow by (a) glacial melt, (b) snowmelt, and (c) rainfall-runoff for major streams during the reference period of 1998–2007. Line thickness indicates the average discharge during the reference period. Source: Lutz et al. (2014)
Greater impact for those living closer to glaciers
Climate change is expected to drive consistent increases in total runoff of the Indus (due to increased glacier melt), Ganges and Brahmaputra (due to increased precipitation)
Mean relative change in 50 year return period of floods
RCP 4.5
RCP 8.5
Intensities of ‘once in 50 years’ flood events will increase:40%–110% in upstream areas 115%–150% in downstream areas
Source: Wijngaard et al. 2017, PLOS One
Flood magnitudes will increase..
Unsustainable Groundwater Use and the Water-Energy-Food Nexus
The irrigation story of India….
0
5000
10000
15000
20000
25000
30000
35000
40000
45000
Irrig
ated
are
a in
100
0 ha
Canal irrigated area Tank irrigated area Groundwater irrigated area
Since 1970s, groundwater
irrigated area has increased, as has number of wells and tubewells….
Mukherji, A., S. Rawat and T. Shah. 2013. Major insights from India’s Minor Irrigation Censuses: 1986-87 to 2006-07. Economic and Political Weekly, Vol 48(26 & 27): 115-124
Unsustainable Groundwater Use – A legacy of Green Revolution
Number of groundwater structures, 2013
Source: 5th MI Census, 2013
Total number of GW structures:20.5 million
6.2
11.5
18.5 19.720.5
0
5
10
15
20
25
1987 1994 2001 2007 2013
mill
ions
Year
Number of groundwater structures (millions)
• Pace of growth in India’s groundwater structure is slowing down.
• But number of deep wells is on the rise
• There are deep regional divides
Mukherji, A. 2016. Evolution of irrigation sector, Economic and Political Weekly, Vol 51(52): 44-47
CLICK TO EDIT MASTER TITLE STYLE
0
20
40
60
1 21 41 61 81 101 121 141 161 181 201 221 241
Districts
% of Ag
ricultur
al GDP
0
20
40
60
1 21 41 61 81 101 121 141 161 181 201 221 241Districts
Percen
tage to
Agricu
ltural G
DP
% contribution of SWI to Agricultural GDP % contribution of GWI to Agricultural GDP
1970-73
2000-03
BUT, depletion, scarcityand over-exploitation have
emerged as serious problems
Deb Roy A. & T. Shah (2003): ‘Socio-ecology of Groundwater Irrigation in India’, in Llamas, R & E. Custodio (eds) Groundwater Intensive Use: Challenges and Opportunities, Swets and Zetlinger Publishing Co., The Netherlands
Rising contribution of groundwater in agriculture
all data
DistrictStateNet sown area under 35 crops (adjusted by cropping intensity)Productivity (Rs/net cropped area under 35 crops)Fertilizer (tones/'000 ha of NCA)Pumpsets (nos/'000 ha of NCA)SWI (per '000 ha of NCA)GWI (per '000 ha of NCA)
ADILABADAndhra Pradesh55205921662.864.6741.426.08
ANANTAPURAndhra Pradesh65919038155.4025.2390.9557.23
CHITTURAndhra Pradesh407747994619.3382.39168.58158.74
CUDDAPAHAndhra Pradesh344857525625.0833.16139.51142.94
EAST GODAVARIAndhra Pradesh364899951855.2721.18585.8936.78
GUNTURAndhra Pradesh2023386571933.8911.45245.5637.80
HYDERABADAndhra Pradesh278991217627.3131.0436.3566.60
KARIMNAGARAndhra Pradesh439656364019.9274.33105.33137.63
KHAMMAMAndhra Pradesh398743340019.2610.51130.0822.65
KRISHNAAndhra Pradesh439491844866.2515.76586.1743.01
MAH.NAGARAndhra Pradesh83297220908.0114.1254.8530.40
MEDAKAndhra Pradesh36858926877.8826.3594.9851.60
NALGONDAAndhra Pradesh680012299212.0025.59162.8842.76
NIZAMABADAndhra Pradesh274173547747.2728.13248.9951.49
SRIKAKULAMAndhra Pradesh851135648314.725.50399.0612.90
WARANGALAndhra Pradesh437717391625.1135.16126.0857.02
WEST GODAVARIAndhra Pradesh3536701238178.0530.16629.08128.70
BHAGALPURBihar27029957967.2210.68420.4442.41
BHOJPURBihar613799701829.6515.12611.56115.41
CHAMPARAN(E)Bihar523561701318.5110.42203.9771.57
DARBHANGABihar550123515611.919.6153.4137.27
DUMKABihar56954141415.372.6583.379.80
GAYABihar593587543010.5629.61595.64111.15
HAZARIBAGHBihar47435039532.584.2818.5435.84
MONGHYARBihar646848466818.9510.60183.5486.63
MUZAFFARPURBihar516574504312.7814.4716.4769.34
PALMAUBihar26769234521.735.52194.9141.47
PATNABihar320068825223.5154.27355.44254.99
PURNEABihar62633238864.525.6573.2321.65
RANCHIBihar53160833473.841.7723.0313.91
SARANBihar419844777325.8312.3053.19290.08
SINGHBHUMBihar44741338791.660.2945.252.05
AHMEDABADGujarat514074373713.3625.2045.4796.54
AMRELIGujarat446170475332.6673.225.0199.76
BANASKANTHAGujarat60577125024.8025.8015.13137.04
BHARUCHGujarat375944410217.0511.1627.1491.02
BHAVNAGARGujarat517174366321.0255.9920.1878.73
DANGSGujarat2312223160.100.450.000.00
JAMNAGARGujarat557405452118.7751.479.7168.43
JUNAGARHGujarat518441975025.80122.852.75150.57
KHEDAGujarat468614765645.7023.07127.14175.70
KUTCHGujarat39401626762.8021.457.9183.59
MEHSANAGujarat568038454612.2237.889.15298.39
PANCHMAHALGujarat42446446336.078.2320.4133.12
RAJKOTGujarat627739478729.5987.0925.56107.48
SABARKANTHAGujarat390767583517.7375.1915.07173.11
SURATGujarat341351437425.3023.58153.8646.53
SURENDRANAGARGujarat56330125994.8430.428.5953.72
VADODARAGujarat452961527134.4715.0016.76171.43
VALSADGujarat169828468418.7929.1560.4966.89
AMBALAHaryana205811855546.1452.1636.69213.24
GURGOANHaryana400783566612.9350.1447.84235.36
HISSARHaryana1078674600213.9911.07435.5033.55
JINDHaryana219191764615.9512.58530.6952.42
KARNALHaryana5656921062856.5671.94217.09487.91
MAHENDRAGADHHaryana25531939404.1914.9762.17137.60
ROHTAKHaryana459280807513.1725.57318.68176.75
BANGLOREKarnataka309335434330.1255.0997.1365.43
BELGAUMKarnataka745665467612.3325.5464.6251.50
BELLARYKarnataka436879462831.2811.5177.8515.51
BIDARKarnataka25994439776.5127.834.5838.69
BIJAPURKarnataka107747118332.3612.8810.8731.61
CHIKMANGALURKarnataka2060451153933.378.82138.607.31
CHITRADURGAKarnataka375192567730.0623.40121.6935.84
DAKSHINIKANNADAKarnataka1481171309961.68112.46305.07130.92
DHARWADKarnataka101822233417.527.6151.5211.06
GULBARGAKarnataka94844522521.525.265.698.13
HASSANKarnataka261739775033.157.34156.808.61
KODAGUKarnataka894951814532.4810.30123.912.27
KOLARKarnataka194022670722.3091.07119.54140.54
MANDYAKarnataka214929920368.7419.12299.7427.40
MYSOREKarnataka397408623631.9518.49155.9932.23
RAICHURKarnataka910564339513.055.27111.088.54
SHIMOGAKarnataka267878975030.2411.22423.479.77
TUMKURKarnataka386447564812.8137.8376.2870.83
UTTARKANNADAKarnataka999281088913.1926.40178.9624.04
BALAGHATMadhya Pradesh25474750557.902.91367.0312.69
BASTARMadhya Pradesh54905232810.850.6717.051.61
BETULMadhya Pradesh29584549003.583.3010.5972.46
BHINDMadhya Pradesh31448327876.9711.73193.5722.51
BILASPURMadhya Pradesh594098568810.450.61140.894.30
CHHATARPURMadhya Pradesh24025936078.325.3343.27162.13
CHHINDWARAMadhya Pradesh36324935493.1611.912.2955.74
DAMOHMadhya Pradesh24503527052.173.6544.207.04
DATIAMadhya Pradesh12687228643.274.5153.2370.96
DEWASMadhya Pradesh29524433104.6214.1210.9839.21
DHARMadhya Pradesh33728037424.8214.2510.1057.20
DURGMadhya Pradesh81465340389.562.30136.573.66
EAST NIMARMadhya Pradesh398689287413.2025.082.0252.05
GUNAMadhya Pradesh45541726641.181.3718.7419.70
GWALIORMadhya Pradesh41437721227.9011.89271.5250.45
HOSHANGABADMadhya Pradesh38321830193.044.338.6730.64
INDOREMadhya Pradesh216672387616.3426.0828.6168.60
JABALPURMadhya Pradesh40419934703.744.9946.578.70
JHABUAMadhya Pradesh26441322490.784.857.5520.20
MANDLAMadhya Pradesh25368433540.600.955.151.92
MANDSAURMadhya Pradesh406402396113.0421.3511.27134.21
MORENAMadhya Pradesh353798427510.443.22259.1150.53
NARSIMPURMadhya Pradesh25539443625.948.9413.7845.25
PANNAMadhya Pradesh1773868552.893.0239.3513.14
RAIGARHMadhya Pradesh42814231795.661.0526.753.16
RAIPURMadhya Pradesh841431488415.502.42231.826.70
RAISENMadhya Pradesh34305235343.003.8722.284.26
RAJGARHMadhya Pradesh31827429362.423.293.4958.18
RATLAMMadhya Pradesh238363302913.7415.978.4780.97
REWAMadhya Pradesh28622531525.095.0229.404.95
SAGARMadhya Pradesh42736327811.877.3118.2615.94
SARGUJAMadhya Pradesh41799331851.521.5220.574.89
SATNAMadhya Pradesh28165831105.578.4826.6953.74
SEHOREMadhya Pradesh38514727666.4812.4246.524.36
SEONIMadhya Pradesh27718532201.293.797.314.02
SHAHDOLMadhya Pradesh33116328391.110.4913.7946.67
SHAJAPURMadhya Pradesh34108335676.1113.1426.89137.11
SHIVPURIMadhya Pradesh27072330602.522.455.233.68
SODHIMadhya Pradesh22953729401.141.4515.9310.81
TIKAMGARHMadhya Pradesh155835398122.287.6898.16259.35
UJJAINMadhya Pradesh38600533718.5311.8212.4837.78
VIDISHAMadhya Pradesh44928026820.863.924.963.77
WEST NIMARMadhya Pradesh63556427447.7315.7611.1859.51
AHMEDNAGARMaharashtra935340227213.9240.4238.6086.13
AKOLAMaharashtra79394716707.807.071.6714.55
AMRAWATIMaharashtra692098211610.3314.800.6225.07
AURANGABADMaharashtra103251311997.2621.056.5756.79
BEEDMaharashtra642455116111.909.2120.1539.91
BHANDARAMaharashtra378453378116.096.21340.0313.21
BULDHANAMaharashtra667792171810.8914.882.9523.85
CHANDRAPURMaharashtra64771420479.252.07168.442.80
DHULEMaharashtra611235253516.4727.0419.0860.93
JALGAONMaharashtra720293234715.9429.5622.0876.43
KOLHAPURMaharashtra295240900837.1547.50120.8029.41
NAGPURMaharashtra524990200114.0717.1630.6039.23
NANDEDMaharashtra70023317079.177.059.7215.06
NANGLIMaharashtra423154337114.7748.5836.45120.61
NASIKMaharashtra620013237412.6342.3012.0087.40
OSMANABADMaharashtra89372616766.2221.695.5018.52
PARBHANIMaharashtra79083414887.4511.2264.1858.24
PUNEMaharashtra645540204817.2921.573.742.62
RAIGARHMaharashtra156090628632.7413.8141.5723.47
RATNAGIRIMaharashtra217532639716.523.2545.52107.00
SATARAMaharashtra457219339219.0050.6871.6772.25
SHOLAPURMaharashtra88496814499.6813.0222.3179.91
THANEMaharashtra174905527524.309.083.6818.25
WARDHAMaharashtra422984206813.9813.613.9925.11
YAWATMALMaharashtra80887121788.295.903.5111.88
BALASOREOrissa37054043384.650.61146.5411.45
BOLNGIROrissa29501652403.360.66132.8934.21
CUTTACKOrissa1039891598413.490.45249.7120.22
DHENKANALOrissa36187950151.830.1664.3232.30
GANJAMOrissa410941618820.801.01322.1334.85
KALAHANDIOrissa88853246811.620.5019.8713.82
KEONJHAROrissa17454048891.470.4623.4016.28
MAYURBHANJOrissa32881041111.880.1556.9413.08
PHULBANIOrissa12843049761.460.16124.2415.39
SAMBALPUROrissa457782603823.520.50210.4733.37
SUNDERGARHOrissa18286546461.7412.7236.8614.42
AMRITSARPunjab3035181178385.5874.99548.29394.03
BHATINDAPunjab530406941438.5939.38603.53166.32
FIROZPURPunjab6852021026453.1545.84532.17260.97
GURDASPURPunjab230145963471.9258.82223.39325.97
HOSHIARPURPunjab215324790648.6098.7050.87221.17
JALNDHARPunjab23779811397105.61120.5461.14753.67
KAPURTHALAPunjab111433929980.42140.1338.23762.53
LUDHIANAPunjab27964414215132.09158.6591.33759.46
PATIALAPunjab3351141093768.5399.41144.08543.13
ROPARPunjab100601957456.3664.5823.06346.11
SANGRURPunjab3859971095357.03102.96297.10505.94
AJMERRajasthan36042421851.534.5334.57162.36
ALWARRajasthan45300355967.4211.5313.22197.18
BANSWARARajasthan18621246193.914.9838.5134.20
BARMERRajasthan11070377520.071.040.058.48
BHARTPURRajasthan51357954534.9412.46111.97149.14
BHILWARARajasthan290610375910.456.26114.73304.62
BIKANERRajasthan5416485710.030.049.250.12
BUNDIRajasthan211105405414.772.29362.32103.90
CHARURajasthan9254046840.020.0812.2867.44
CHITTORGARHRajasthan314259457518.1914.970.000.42
DUNGARPURRajasthan10757641341.734.4633.1269.07
GANGANAGARRajasthan1042557419511.640.82428.470.75
JAIPURRajasthan71133333273.6922.2013.44277.33
JAISALMERRajasthan1203842240.280.240.001.17
JALORERajasthan52479018690.416.853.7290.35
JHALWARRajasthan27312629563.635.964.17119.48
JHANJHUNURajasthan35340712220.953.940.3040.83
JODHPURRajasthan94175011540.532.100.3123.12
KOTARajasthan510068358018.993.67199.7948.10
NAGOURRajasthan10499519650.181.850.2518.68
PALIRajasthan49778020281.944.8827.61141.63
SAWAI MADHOPURRajasthan46566039956.165.0580.09129.09
SIKARRajasthan42283214590.825.831.0475.78
SIROHIRajasthan13756225923.629.4419.80218.80
TONKRajasthan40722322921.552.8455.99107.50
UDAIPURRajasthan32592645156.298.2663.60257.12
CHENGALPATTUTamil Nadu3319791045694.85213.82557.44136.52
COIMBTURETamil Nadu6659281027163.40228.85202.53207.01
KANYA KUMARITamil Nadu745851659972.2411.86396.153.68
MADURAITamil Nadu496508929239.86142.49200.76165.20
N.ARCOT(AMB)Tamil Nadu4620661128745.89299.22250.82275.47
RAMNATH PURAMTamil Nadu523943574120.2354.55341.9457.95
SALEMTamil Nadu644372752326.09168.5077.36172.52
SOUTH ARCOTTamil Nadu5630631094466.67176.68333.21169.65
THANJAVURTamil Nadu5935741257874.4035.43815.5613.76
TIRUCHIRAPALLITamil Nadu647310822148.08101.03236.91104.82
TIRUNELVELITamil Nadu384434819042.14106.77235.04139.87
AGRAUttar Pradesh327416526026.8430.86138.19373.78
ALIGARHUttar Pradesh355203812829.6728.86245.47598.75
ALLAHABADUttar Pradesh444332572723.2011.01106.39194.64
AZAMGARHUttar Pradesh420087493122.4117.64142.78380.65
BADAUNUttar Pradesh377457562922.6010.7316.12438.48
BAHRAICHUttar Pradesh434192355012.138.0841.74102.93
BALLIAUttar Pradesh214526596023.8411.53148.41280.33
BANDAUttar Pradesh47206350313.263.24178.535.78
BARABANKIUttar Pradesh275516619835.0128.56251.58147.94
BARELLYUttar Pradesh301828648829.3714.75244.01185.78
BASTIUttar Pradesh517324553533.5917.37231.07289.74
BIJNORUttar Pradesh288733928635.7526.1633.89383.80
BULANDSHAHRUttar Pradesh338446951943.8535.83251.87574.40
DEHRADUNUttar Pradesh47259706327.330.67310.0616.32
DEORIAUttar Pradesh406416708947.6619.23137.64320.07
ETAHUttar Pradesh288832680825.4517.15237.93409.09
ETAWAHUttar Pradesh279955703520.0619.13367.64226.94
FAIZABADUttar Pradesh270816582747.9421.51230.05291.83
FARRUKHABADUttar Pradesh281552695148.0426.35118.13397.65
FATEHPURUttar Pradesh264126623813.8913.91147.86197.49
GHAZIPURUttar Pradesh278756517722.0519.6360.69378.16
GONDAUttar Pradesh254057843322.5012.9679.22185.36
GORAKHPURUttar Pradesh423128576936.8620.87255.88263.52
HAMIRPURUttar Pradesh49543547062.454.28135.3014.22
HARDOIUttar Pradesh375659632312.1212.48228.95187.59
JALAUNUttar Pradesh347123427610.482.20320.293.88
JAUNPURUttar Pradesh276264573031.6522.5344.05515.19
JHANSIUttar Pradesh42552934954.843.97143.1183.68
KANPUR®Uttar Pradesh413787662219.2119.17273.89132.96
KHERIUttar Pradesh393568648619.2516.4542.90123.46
LUCKNOWUttar Pradesh134790561736.8514.55285.53157.41
MAINPURIUttar Pradesh259496642428.1630.05287.07463.09
MATHURAUttar Pradesh282664625415.3019.77390.44329.90
MEERUTUttar Pradesh3681731372871.5342.94357.10512.84
MIRZAPURUttar Pradesh315139439211.947.90203.7847.87
MORADABADUttar Pradesh440706688132.3326.4946.69510.05
MUZAFFARNAGARUttar Pradesh2711361503370.3143.64388.93408.24
NAINITALUttar Pradesh1540471066075.0225.07364.68125.26
PILIBHITUttar Pradesh189511733431.3224.19232.71201.94
PRATABHGARHUttar Pradesh237139437720.5812.93191.76199.93
RAEBARELIUttar Pradesh259631599717.7714.72292.42161.12
RAMPURUttar Pradesh175907691851.0024.68169.48221.14
SAHARANPURUttar Pradesh3041261068246.9636.09217.89361.59
SHAHJAHANPURUttar Pradesh297340569519.2826.13197.94305.99
SITAPURUttar Pradesh386832563513.7517.80177.3095.90
SULTANPURUttar Pradesh293321528227.217.62201.58243.65
UNNAOUttar Pradesh291856577514.2014.58341.7277.05
VARANASIUttar Pradesh281298577843.8516.46217.44300.54
eq 1_productivity_GWI
DistrictStateConstantFertilizer (tones/'000 ha of NCA)B1B1*FertSWI (per '000 ha of NCA)B2B2*SWIGWI (per '000 ha of NCA)B3B3*GWIPredicted productivityProductivity (Rs/net cropped area under 35 crops)
ADILABADAndhra Pradesh2477.2262.8687.257249.620573207841.425.413224.23099396996.081.74210.589558660329622166
ANANTAPURAndhra Pradesh2477.2265.4087.257471.430994898390.955.413492.307840460257.231.74299.688811183835413815
CHITTURAndhra Pradesh2477.22619.3387.2571686.5819586108168.585.413912.5043657337158.741.742276.522941843653539946
CUDDAPAHAndhra Pradesh2477.22625.0887.2572188.2864694684139.515.413755.1620667045142.941.742249.008242218256705256
EAST GODAVARIAndhra Pradesh2477.22655.2787.2574822.3741139273585.895.4133171.411958213436.781.74264.0723029604105359518
GUNTURAndhra Pradesh2477.22633.8987.2572957.4868510128245.565.4131329.203881032737.801.74265.839371519368305719
HYDERABADAndhra Pradesh2477.22627.3187.2572382.564991183436.355.413196.764812795366.601.742116.015153171751732176
KARIMNAGARAndhra Pradesh2477.22619.9287.2571738.1031008375105.335.413570.1511642637137.631.742239.749433632750253640
KHAMMAMAndhra Pradesh2477.22619.2687.2571680.6563053379130.085.413704.112424363322.651.74239.453210515549013400
KRISHNAAndhra Pradesh2477.22666.2587.2575781.1451258732586.175.4133172.925991831543.011.74274.9148270544115068448
MAH.NAGARAndhra Pradesh2477.2268.0187.257698.641429963454.855.413296.90284961330.401.74252.964542730335262090
MEDAKAndhra Pradesh2477.2267.8887.257687.221888600594.985.413514.125308196251.601.74289.892016570137682687
NALGONDAAndhra Pradesh2477.22612.0087.2571046.8442567171162.885.413881.675912876642.761.74274.493885555644802992
NIZAMABADAndhra Pradesh2477.22647.2787.2574124.8072573702248.995.4131347.78670514451.491.74289.69266946480405477
SRIKAKULAMAndhra Pradesh2477.22614.7287.2571284.7684623835399.065.4132160.091302788812.901.74222.470132293959456483
WARANGALAndhra Pradesh2477.22625.1187.2572191.0567575245126.085.413682.446889856257.021.74299.321357986554503916
WEST GODAVARIAndhra Pradesh2477.22678.0587.2576810.5865405315629.085.4133405.2088477677128.701.742224.1898057161291712381
BHAGALPURBihar2477.2267.2287.257629.8548503596420.445.4132275.857665531242.411.74273.884503779154575796
BHOJPURBihar2477.22629.6587.2572587.1338256348611.565.4133310.3484677295115.411.742201.047940596385767018
CHAMPARAN(E)Bihar2477.22618.5187.2571615.5560747021203.975.4131104.089940226371.571.742124.67753853953227013
DARBHANGABihar2477.22611.9187.2571038.947045306553.415.413289.124477341637.271.74264.924225629238705156
DUMKABihar2477.2265.3787.257468.51155414483.375.413451.27869969719.801.74217.071834270434144141
GAYABihar2477.22610.5687.257921.7000252393595.645.4133224.186063396111.151.742193.625059357768175430
HAZARIBAGHBihar2477.2262.5887.257225.381671255318.545.413100.365038332335.841.74262.428965187628653953
MONGHYARBihar2477.22618.9587.2571653.5340939575183.545.413993.497383754886.631.742150.909643465852754668
MUZAFFARPURBihar2477.22612.7887.2571115.378880599816.475.41389.156093204869.341.742120.794535632638035043
PALMAUBihar2477.2261.7387.257150.9682846412194.915.4131055.045239303241.471.74272.239627374737553452
PATNABihar2477.22623.5187.2572051.0655964326355.445.4131923.9788278931254.991.742444.190103233968968252
PURNEABihar2477.2264.5287.257394.097784787473.235.413396.394473612721.651.74237.708010217233053886
RANCHIBihar2477.2263.8487.257335.014272209223.035.413124.650872145213.911.74224.234213618129613347
SARANBihar2477.22625.8387.2572254.027119204253.195.413287.8910579992290.081.742505.314955525655247773
SINGHBHUMBihar2477.2261.6687.257145.01249186545.255.413244.95956860192.051.7423.564003390428713879
AHMEDABADGujarat2477.22613.3687.2571165.722014332845.475.413246.148456305696.541.742168.174557823140573737
AMRELIGujarat2477.22632.6687.2572849.52604367175.015.41327.132832080299.761.742173.787663603555284753
BANASKANTHAGujarat2477.2264.8087.257418.984758887415.135.41381.8850799073137.041.742238.727176609332172502
BHARUCHGujarat2477.22617.0587.2571488.095335024827.145.413146.918810479191.021.742158.562976949142714102
BHAVNAGARGujarat2477.22621.0287.2571834.471082151820.185.413109.253211009278.731.742137.151626355345583663
DANGSGujarat2477.2260.1087.2578.97946756150.005.41300.001.742024862316
JAMNAGARGujarat2477.22618.7787.2571638.15895307879.715.41352.579354626368.431.742119.211612336742874521
JUNAGARHGujarat2477.22625.8087.2572250.86439415142.755.41314.9017922355150.571.742262.29338726895005750
KHEDAGujarat2477.22645.7087.2573987.4806347248127.145.413688.208989837175.701.742306.076802400974597656
KUTCHGujarat2477.2262.8087.257244.35852298877.915.41342.830279857783.591.742145.606075088929102676
MEHSANAGujarat2477.22612.2287.2571066.27116433869.155.41349.5163351241298.391.742519.80079376641134546
PANCHMAHALGujarat2477.2266.0787.257529.938328427120.415.413110.469387755133.121.74257.695595409931754633
RAJKOTGujarat2477.22629.5987.2572582.078468083725.565.413138.358529251107.481.742187.232458538453854787
SABARKANTHAGujarat2477.22617.7387.2571546.832298979315.075.41381.5567436209173.111.742301.551559335844075835
SURATGujarat2477.22625.3087.2572207.1863776127153.865.413832.840334699546.531.74281.061304644855984374
SURENDRANAGARGujarat2477.2264.8487.257422.7201619768.595.41346.504814101653.721.74293.581000345630402599
VADODARAGujarat2477.22634.4787.2573007.648823719116.765.41390.7187360072171.431.742298.634938911358745271
VALSADGujarat2477.22618.7987.2571639.492010316360.495.413327.443022088466.891.742116.526857429745614684
AMBALAHaryana2477.22646.1487.2574025.823010340736.695.413198.6008295161213.241.742371.465970391870738555
GURGOANHaryana2477.22612.9387.2571128.112529623447.845.413258.9482566248235.361.742409.98953974942745666
HISSARHaryana2477.22613.9987.2571220.9760342996435.505.4132357.383623268333.551.74258.444807034261146002
JINDHaryana2477.22615.9587.2571391.8337162555530.695.4132872.625844346552.421.74291.320704845868337646
KARNALHaryana2477.22656.5687.2574935.2780263051217.095.4131175.1187117953487.911.742849.9364540492943810628
MAHENDRAGADHHaryana2477.2264.1987.257365.787986401462.175.413336.5175317186137.601.742239.700807381834193940
ROHTAKHaryana2477.22613.1787.2571149.1535794355318.685.4131725.0299731183176.751.742307.893817204356598075
BANGLOREKarnataka2477.22630.1287.2572627.893761227797.135.413525.774588391265.431.742113.977455635157454343
BELGAUMKarnataka2477.22612.3387.2571076.275934434564.625.413349.797399194951.501.74289.719377964739934676
BELLARYKarnataka2477.22631.2887.2572729.506492542377.855.413421.428221626415.511.74227.01798730556554628
BIDARKarnataka2477.2266.5187.257568.12534346264.585.41324.795312552938.691.74267.392707132131383977
BIJAPURKarnataka2477.2262.3687.257206.186571593110.875.41358.832537768931.611.74255.073326737427971833
CHIKMANGALURKarnataka2477.22633.3787.2572911.877276722138.605.413750.25090915577.311.74212.7321021107615211539
CHITRADURGAKarnataka2477.22630.0687.2572622.6587196919121.695.413658.681328333535.841.74262.427404479658215677
DAKSHINIKANNADAKarnataka2477.22661.6887.2575381.7671205965305.075.4131651.3176846539130.921.742228.0601613535973813099
DHARWADKarnataka2477.2267.5287.257656.096229113151.525.413278.869112759211.061.74219.261591491134313341
GULBARGAKarnataka2477.2261.5287.257132.40640551535.695.41330.8258259518.131.74214.154575683626552252
HASSANKarnataka2477.22633.1587.2572892.3568170122156.805.413848.74448199928.611.74214.99820539662337750
KODAGUKarnataka2477.22632.4887.2572834.3397556054123.915.413670.7193082912.271.7423.9581193707598618145
KOLARKarnataka2477.22622.3087.2571945.4418838596119.545.413647.0849956144140.541.742244.819601241253156707
MANDYAKarnataka2477.22668.7487.2575998.2026270889299.745.4131622.514826560427.401.74247.7379336934101469203
MYSOREKarnataka2477.22631.9587.2572787.5194665774155.995.413844.397564054432.231.74256.152486314361656236
RAICHURKarnataka2477.22613.0587.2571138.585276172111.085.413601.27650309978.541.74214.87868953242323395
SHIMOGAKarnataka2477.22630.2487.2572638.7379963947423.475.4132292.23819094719.771.74217.019049530174259750
TUMKURKarnataka2477.22612.8187.2571117.893733577776.285.413412.884204274370.831.742123.389289707341315648
UTTARKANNADAKarnataka2477.22613.1987.2571151.2831955089178.965.413968.730030670324.041.74241.8833118833463910889
BALAGHATMadhya Pradesh2477.2267.9087.257688.9907909455367.035.4131986.73503030312.691.74222.107563636451755055
BASTARMadhya Pradesh2477.2260.8587.25774.339493551117.055.41392.26704545451.611.7422.796107954526473281
BETULMadhya Pradesh2477.2263.5887.257312.029299851110.595.41357.308850289572.461.742126.219354838729734900
BHINDMadhya Pradesh2477.2266.9787.257608.0958454599193.575.4131047.798318496522.511.74239.216538081141722787
BILASPURMadhya Pradesh2477.22610.4587.257911.6981020197140.895.413762.61970443354.301.7427.49431855541595688
CHHATARPURMadhya Pradesh2477.2268.3287.257725.880685590143.275.413234.2271221532162.131.742282.434824016637203607
CHHINDWARAMadhya Pradesh2477.2263.1687.257275.6976525782.295.41312.37900207955.741.74297.095675675728623549
DAMOHMadhya Pradesh2477.2262.1787.257189.515248731944.205.413239.27028985517.041.74212.26553140129182705
DATIAMadhya Pradesh2477.2263.2787.257285.438615736453.235.413288.133850129270.961.742123.605478036231742864
DEWASMadhya Pradesh2477.2264.6287.257403.51823118510.985.41359.44913294839.211.74268.303853564530083310
DHARMadhya Pradesh2477.2264.8287.257420.449203835110.105.41354.688041237157.201.74299.635216494830523742
DURGMadhya Pradesh2477.2269.5687.257833.8231980596136.575.413739.2393531863.661.7426.370041626640574038
EAST NIMARMadhya Pradesh2477.22613.2087.2571152.04605406982.025.41310.909922480652.051.74290.678527131837312874
GUNAMadhya Pradesh2477.2261.1887.257102.553686326518.745.413101.430983302419.701.74234.312121212127162664
GWALIORMadhya Pradesh2477.2267.9087.257689.0794802834271.525.4131469.764642375250.451.74287.875789473747242122
HOSHANGABADMadhya Pradesh2477.2263.0487.257265.00694345298.675.41346.928849028430.641.74253.36665171928433019
INDOREMadhya Pradesh2477.22616.3487.2571425.95458106328.615.413154.860104986968.601.742119.493884514441783876
JABALPURMadhya Pradesh2477.2263.7487.257326.36526367346.575.413252.07034677998.701.74215.151578202430713470
JHABUAMadhya Pradesh2477.2260.7887.25768.03673453177.555.41340.883685800620.201.74235.190855991926212249
MANDLAMadhya Pradesh2477.2260.6087.25752.53244470315.155.41327.85787806811.921.7423.337798891525613354
MANDSAURMadhya Pradesh2477.22613.0487.2571137.5276256411.275.41360.9864666667134.211.742233.799626666739103961
MORENAMadhya Pradesh2477.22610.4487.257911.0698789323259.115.4131402.587239583350.531.74288.022413194448794275
NARSIMPURMadhya Pradesh2477.2265.9487.257518.689738044313.785.41374.570233702345.251.74278.829249692531494362
PANNAMadhya Pradesh2477.2262.8987.257251.776881170739.355.413212.999349593513.141.74222.88676422762965855
RAIGARHMadhya Pradesh2477.2265.6687.257493.43833526.755.413144.7745718053.161.7425.508300395331213179
RAIPURMadhya Pradesh2477.22615.5087.2571352.4283597672231.825.4131254.83181818186.701.74211.671271249150964884
RAISENMadhya Pradesh2477.2263.0087.257261.439019640122.285.413120.59811482434.261.7427.418800342828673534
RAJGARHMadhya Pradesh2477.2262.4287.257211.55148017863.495.41318.871853741558.181.742101.350034013628092936
RATLAMMadhya Pradesh2477.22613.7487.2571199.22767149158.475.41345.872881355980.971.742141.052790960538633029
REWAMadhya Pradesh2477.2265.0987.257444.243605494529.405.413159.11840659344.951.7428.630238095230893152
SAGARMadhya Pradesh2477.2261.8787.257163.583822759318.265.41398.867579908715.941.74227.760639269427672781
SARGUJAMadhya Pradesh2477.2261.5287.257133.024756189620.575.413111.34547707564.891.7428.526517967827303185
SATNAMadhya Pradesh2477.2265.5787.257485.960077448726.695.413144.452492668653.741.74293.621857282532013110
SEHOREMadhya Pradesh2477.2266.4887.257565.761514016446.525.413251.79323770494.361.7427.603401639333022766
SEONIMadhya Pradesh2477.2261.2987.257112.7178460167.315.41339.56024955444.021.7427.002156862726373220
SHAHDOLMadhya Pradesh2477.2261.1187.25796.828539190413.795.41374.621225382946.671.74281.306039387327302839
SHAJAPURMadhya Pradesh2477.2266.1187.257533.52449826726.895.413145.5768939394137.111.742238.84865530333953567
SHIVPURIMadhya Pradesh2477.2262.5287.257220.01193049425.235.41328.32383720933.681.7426.414341085327323060
SODHIMadhya Pradesh2477.2261.1487.25799.560785786215.935.41386.244863731710.811.74218.826016771526822940
TIKAMGARHMadhya Pradesh2477.22622.2887.2571944.319181474698.165.413531.3221198157259.351.742451.796129032354053981
UJJAINMadhya Pradesh2477.2268.5387.257743.985086541912.485.41367.563142437637.781.74265.804625550733553371
VIDISHAMadhya Pradesh2477.2260.8687.25775.1387620574.965.41326.82613713513.771.7426.563543788225862682
WEST NIMARMadhya Pradesh2477.2267.7387.257674.646516677511.185.41360.534359805559.511.742103.672998379333162744
AHMEDNAGARMaharashtra2477.22613.9287.2571214.741227727338.605.413208.942974975186.131.742150.034951938640512272
AKOLAMaharashtra2477.2267.8087.257680.88661316391.675.4139.050322249514.551.74225.339230338131931670
AMRAWATIMaharashtra2477.22610.3387.257901.16942006730.625.4133.347877324325.071.74243.676408809434252116
AURANGABADMaharashtra2477.2267.2687.257633.48554032346.575.41335.539583245756.791.74298.932403883432451199
BEEDMaharashtra2477.22611.9087.2571038.777146545220.155.413109.07681142739.911.74269.527412765836951161
BHANDARAMaharashtra2477.22616.0987.2571404.1886067439340.035.4131840.559330759313.211.74223.017417417457453781
BULDHANAMaharashtra2477.22610.8987.257949.93501218372.955.41315.97373904223.851.74241.546437785534851718
CHANDRAPURMaharashtra2477.2269.2587.257806.7344332524168.445.413911.77393986552.801.7424.881543221942012047
DHULEMaharashtra2477.22616.4787.2571437.499633650319.085.413103.279621073760.931.742106.147530820141242535
JALGAONMaharashtra2477.22615.9487.2571390.666358734922.085.413119.507238555476.431.742133.146554117141212347
KOLHAPURMaharashtra2477.22637.1587.2573241.2345258897120.805.413653.901253132829.411.74251.226733500464249008
NAGPURMaharashtra2477.22614.0787.2571228.061362798430.605.413165.656751132339.231.74268.345085077739392001
NANDEDMaharashtra2477.2269.1787.257800.24259959129.725.41352.611521770515.061.74226.239544078333561707
NANGLIMaharashtra2477.22614.7787.2571288.86050425836.455.413197.3054627795120.611.742210.109542737541743371
NASIKMaharashtra2477.22612.6387.2571101.922430319212.005.41364.94672717987.401.742152.257578028437962374
OSMANABADMaharashtra2477.2266.2287.257542.94948712125.505.41329.790756066818.521.74232.263501099630821676
PARBHANIMaharashtra2477.2267.4587.257649.876935930164.185.413347.412334441958.241.742101.447762853635761488
PUNEMaharashtra2477.22617.2987.2571508.8437398433.745.41320.22795216742.621.7424.556801195840112048
RAIGARHMaharashtra2477.22632.7487.2572856.71388808241.575.413225.041574279423.471.74240.878418329656006286
RATNAGIRIMaharashtra2477.22616.5287.2571441.577894096945.525.413246.4067547724107.001.742186.393147332443526397
SATARAMaharashtra2477.22619.0087.2571657.917986158371.675.413387.94073609272.251.742125.858518944746493392
SHOLAPURMaharashtra2477.2269.6887.257844.288462083522.315.413120.776081018879.911.742139.206872440335811449
THANEMaharashtra2477.22624.3087.2572119.95186896573.685.41319.909209094918.251.74231.789265510346495275
WARDHAMaharashtra2477.22613.9887.2571219.56295875183.995.41321.591037071825.111.74243.733927733537622068
YAWATMALMaharashtra2477.2268.2987.257723.36165935443.515.41319.000726938511.881.74220.690685432432402178
BALASOREOrissa2477.2264.6587.257405.7618706265146.545.413793.211020080311.451.74219.938554216936964338
BOLNGIROrissa2477.2263.3687.257293.0094581088132.895.413719.349369602834.211.74259.586027633935495240
CUTTACKOrissa2477.22613.4987.2571177.3583296936249.715.4131351.699041134720.221.74235.225463829850425984
DHENKANALOrissa2477.2261.8387.257159.280108721864.325.413348.159456975832.301.74256.262088554730415015
GANJAMOrissa2477.22620.8087.2571815.0595843694322.135.4131743.701231231234.851.74260.708438438460976188
KALAHANDIOrissa2477.2261.6287.257141.631610570419.875.413107.558228176313.821.74224.079850187327504681
KEONJHAROrissa2477.2261.4787.257128.122965103723.405.413126.677676348516.281.74228.358699861727604889
MAYURBHANJOrissa2477.2261.8887.257163.926376641456.945.413308.240277777813.081.74222.786767676829724111
PHULBANIOrissa2477.2261.4687.257127.0614500546124.245.413672.533205828815.391.74226.812204007333044976
SAMBALPUROrissa2477.22623.5287.2572052.6358149209210.475.4131139.298558875233.371.74258.127896895157276038
SUNDERGARHOrissa2477.2261.7487.257151.8441560736.865.413199.529779507114.421.74225.124565499428544646
AMRITSARPunjab2477.22685.5887.2577467.3039974454548.295.4132967.9102662882394.031.742686.39497747871359911783
BHATINDAPunjab2477.22638.5987.2573367.5945080481603.535.4133266.9328830212166.321.742289.72988031794019414
FIROZPURPunjab2477.22653.1587.2574637.6681245411532.175.4132880.6361287728260.971.742454.60620968121045010264
GURDASPURPunjab2477.22671.9287.2576275.5268220543223.395.4131209.1830749354325.971.742567.8379844961105309634
HOSHIARPURPunjab2477.22648.6087.2574240.4797372350.875.413275.3353865984221.171.742385.281738058273787906
JALNDHARPunjab2477.226105.6187.2579215.370032835461.145.413330.969508787753.671.7421312.90138517921333611397
KAPURTHALAPunjab2477.22680.4287.2577017.340389163638.235.413206.9268179068762.531.7421328.3267637297110309299
LUDHIANAPunjab2477.226132.0987.25711525.596598275991.335.413494.3533960293759.461.7421322.97345872521582014215
PATIALAPunjab2477.22668.5387.2575979.5164337369144.085.413779.9017459795543.131.742946.12951933491018310937
ROPARPunjab2477.22656.3687.2574917.411863523.065.413124.7997222222346.111.742602.925555555681229574
SANGRURPunjab2477.22657.0387.2574975.9130179287297.105.4131608.2276169265505.941.742881.3459539718994310953
AJMERRajasthan2477.2261.5387.257133.385986111534.575.413187.1174529829162.361.742282.82517262230812185
ALWARRajasthan2477.2267.4287.257647.839337412513.225.41371.5539221086197.181.742343.479362154535405596
BANSWARARajasthan2477.2263.9187.257341.313422676338.515.413208.453983970134.201.74259.576489635930874619
BARMERRajasthan2477.2260.0787.2576.25154824670.055.4130.25761635158.481.74214.76962183032499752
BHARTPURRajasthan2477.2264.9487.257431.3661886358111.975.413606.0867148763149.141.742259.797694430937745453
BHILWARARajasthan2477.22610.4587.257911.6161100971114.735.413621.0403013593304.621.742530.649049591145413759
BIKANERRajasthan2477.2260.0387.2572.87455813119.255.41350.0765965720.121.7420.20941100352530571
BUNDIRajasthan2477.22614.7787.2571288.9322944691362.325.4131961.2497457522103.901.742180.993949660459084054
CHARURajasthan2477.2260.0287.2571.339556002512.285.41366.456108442967.441.742117.47577847062662684
CHITTORGARHRajasthan2477.22618.1987.2571586.87189641950.005.41300.421.7420.739221217640654575
DUNGARPURRajasthan2477.2261.7387.257150.760701542333.125.413179.251765446169.071.742120.324251530929284134
GANGANAGARRajasthan2477.22611.6487.2571015.4006098322428.475.4132319.33402602240.751.7421.301045312458134195
JAIPURRajasthan2477.2263.6987.257322.38878242913.445.41372.7384341622277.331.742483.102546575133553327
JAISALMERRajasthan2477.2260.2887.25724.67218338270.005.41301.171.7422.03551334292504224
JALORERajasthan2477.2260.4187.25735.66910390113.725.41320.118445054190.351.742157.389367331326901869
JHALWARRajasthan2477.2263.6387.257316.53913765324.175.41322.5970705642119.481.742208.140455865530252956
JHANJHUNURajasthan2477.2260.9587.25782.68112933990.305.4131.596854082440.831.74271.123225922526331222
JODHPURRajasthan2477.2260.5387.25745.87985969870.315.4131.704298743923.121.74240.282903916925651154
KOTARajasthan2477.22618.9987.2571657.3675430434199.795.4131081.473620948.101.74283.787923304853003580
NAGOURRajasthan2477.2260.1887.25715.75412624030.255.4131.333118795318.681.74232.54842499232527965
PALIRajasthan2477.2261.9487.257169.495023367327.615.413149.471956652141.631.742246.7156415830432028
SAWAI MADHOPURRajasthan2477.2266.1687.257537.928345787880.095.413433.5067531357129.091.742224.871343515136743995
SIKARRajasthan2477.2260.8287.25771.9704174871.045.4135.617589297875.781.742132.004258626126871459
SIROHIRajasthan2477.2263.6287.257315.598610521819.805.413107.1729599774218.801.742381.151584944532812592
TONKRajasthan2477.2261.5587.257135.074643398855.995.413303.0613853421107.501.742187.269501150431032292
UDAIPURRajasthan2477.2266.2987.257548.873585559563.605.413344.2543218177257.121.742447.903910013138184515
CHENGALPATTUTamil Nadu2477.22694.8587.2578276.5433547917557.445.4133017.4310357514136.521.742237.81173868861400910456
COIMBTURETamil Nadu2477.22663.4087.2575531.8656302939202.535.4131096.2958747348207.011.742360.604907608946610271
KANYA KUMARITamil Nadu2477.22672.2487.2576303.3236697798396.155.4132144.35427720823.681.7426.41297127721093116599
MADURAITamil Nadu2477.22639.8687.2573478.0813128215200.765.4131086.6906074412165.201.742287.773066069373309292
N.ARCOT(AMB)Tamil Nadu2477.22645.8987.2574004.3188270768250.825.4131357.7007857308275.471.742479.8645597349831911287
RAMNATH PURAMTamil Nadu2477.22620.2387.2571765.2426272651341.945.4131850.90428932257.951.742100.957064585661945741
SALEMTamil Nadu2477.22626.0987.2572276.125434529277.365.413418.7518109181172.521.742300.535063223654737523
SOUTH ARCOTTamil Nadu2477.22666.6787.2575817.2395243327333.215.4131803.6835184151169.651.742295.52397252351039410944
THANJAVURTamil Nadu2477.22674.4087.2576491.754502662815.565.4134414.615662801113.761.74223.96557866131340812578
TIRUCHIRAPALLITamil Nadu2477.22648.0887.2574195.6915884201236.915.4131282.3826168807104.821.742182.603105186181388221
TIRUNELVELITamil Nadu2477.22642.1487.2573676.8164078012235.045.4131272.2688381573139.871.742243.651455593176708190
AGRAUttar Pradesh2477.22626.8487.2572342.3245805642138.195.413747.9974837885373.781.742651.116967271462195260
ALIGARHUttar Pradesh2477.22629.6787.2572589.3016318187245.475.4131328.7366200082598.751.7421043.03056813574388128
ALLAHABADUttar Pradesh2477.22623.2087.2572024.7338369462106.395.413575.8669452144194.641.742339.060522070154175727
AZAMGARHUttar Pradesh2477.22622.4187.2571955.0551709859142.785.413772.8719675136380.651.742663.088696854458684931
BADAUNUttar Pradesh2477.22622.6087.2571972.410394984416.125.41387.2416803953438.481.742763.83895229153015629
BAHRAICHUttar Pradesh2477.22612.1387.2571058.697784894141.745.413225.918196995102.931.742179.312003457339413550
BALLIAUttar Pradesh2477.22623.8487.2572080.5861975515148.415.413803.3368320529280.331.742488.330910039958495960
BANDAUttar Pradesh2477.2263.2687.257284.5030073145178.535.413966.3575589845.781.74210.073534949337385031
BARABANKIUttar Pradesh2477.22635.0187.2573054.9358212597251.585.4131361.826113335147.941.742257.709867953971526198
BARELLYUttar Pradesh2477.22629.3787.2572562.9041566419244.015.4131320.8512847294185.781.742323.633466168566856488
BASTIUttar Pradesh2477.22633.5987.2572931.1053674974231.075.4131250.7813396347289.741.742504.733930774171645535
BIJNORUttar Pradesh2477.22635.7587.2573119.032904318333.895.413183.4398334253383.801.742668.571505793864489286
BULANDSHAHRUttar Pradesh2477.22643.8587.2573826.3730201508251.875.4131363.3939867184574.401.7421000.599008616886689519
DEHRADUNUttar Pradesh2477.22627.3387.2572384.8611751587310.065.4131678.373526745216.321.74228.427923844165697063
DEORIAUttar Pradesh2477.22647.6687.2574158.593751788137.645.413745.056482675320.071.742557.570351443579387089
ETAHUttar Pradesh2477.22625.4587.2572220.8100757134237.935.4131287.8921029358409.091.742712.634655622466996808
ETAWAHUttar Pradesh2477.22620.0687.2571750.6720512733367.645.4131990.0213838069226.941.742395.328600870266137035
FAIZABADUttar Pradesh2477.22647.9487.2574183.3174054655230.055.4131245.2451408749291.831.742508.375481057884145827
FARRUKHABADUttar Pradesh2477.22648.0487.2574191.800124918118.135.413639.419224437397.651.742692.707042589280016951
FATEHPURUttar Pradesh2477.22613.8987.2571212.003026167147.865.413800.3753412193197.491.742344.033832409648346238
GHAZIPURUttar Pradesh2477.22622.0587.2571923.855398932960.695.413328.5137706224378.161.742658.760116514453885177
GONDAUttar Pradesh2477.22622.5087.2571963.000625293279.225.413428.8266738453185.361.742322.902741991351928433
GORAKHPURUttar Pradesh2477.22636.8687.2573216.2957208802255.885.4131385.060725092263.521.742459.055384397175385769
HAMIRPURUttar Pradesh2477.2262.4587.257213.6592020313135.305.413732.392404888314.221.74224.77398557734484706
HARDOIUttar Pradesh2477.22612.1287.2571057.1473438235228.955.4131239.3078411807187.591.742326.780547240351006323
JALAUNUttar Pradesh2477.22610.4887.257914.112997464320.295.4131733.70356188913.881.7426.766775432351324276
JAUNPURUttar Pradesh2477.22631.6587.2572762.094197366944.055.413238.4621592992515.191.742897.46405932163755730
JHANSIUttar Pradesh2477.2264.8487.257422.4157743464143.115.413774.652395182883.681.742145.771181105638203495
KANPUR®Uttar Pradesh2477.22619.2187.2571676.3267764028273.895.4131482.5933833112132.961.742231.615391703958686622
KHERIUttar Pradesh2477.22619.2587.2571679.930987403242.905.413232.1986522202123.461.742215.070656193246046486
LUCKNOWUttar Pradesh2477.22636.8587.2573215.0397218378285.535.4131545.5739568644157.411.742274.213753976375125617
MAINPURIUttar Pradesh2477.22628.1687.2572457.3662441301287.075.4131553.9107105518463.091.742806.707281776572956424
MATHURAUttar Pradesh2477.22615.3087.2571335.3357215006390.445.4132113.439996892329.901.742574.681110060765016254
MEERUTUttar Pradesh2477.22671.5387.2576241.7758904273357.105.4131932.9756211272512.841.742893.36004864581154513728
MIRZAPURUttar Pradesh2477.22611.9487.2571041.7923881909203.785.4131103.071981536547.871.74283.385427289947054392
MORADABADUttar Pradesh2477.22632.3387.2572821.222543109146.695.413252.7524649306510.051.742888.504667253764406881
MUZAFFARNAGARUttar Pradesh2477.22670.3187.2576135.2207161635388.935.4132105.287756411408.241.742711.14604143431142915033
NAINITALUttar Pradesh2477.22675.0287.2576546.360675875364.685.4131974.0360641052125.261.742218.20488121991121610660
PILIBHITUttar Pradesh2477.22631.3287.2572732.7706449188232.715.4131259.6711763064201.941.742351.782501521768217334
PRATABHGARHUttar Pradesh2477.22620.5887.2571795.7820572584191.765.4131037.9865663827199.931.742348.286508222356594377
RAEBARELIUttar Pradesh2477.22617.7787.2571550.1855054984292.425.4131582.8828542131161.121.742280.673007790958915997
RAMPURUttar Pradesh2477.22651.0087.2574450.511221894169.485.413917.4132003293221.141.742385.217826416882306918
SAHARANPURUttar Pradesh2477.22646.9687.2574097.8460546268217.895.4131179.4270629345361.591.742629.8825116169838410682
SHAHJAHANPURUttar Pradesh2477.22619.2887.2571682.1666639836197.945.4131071.451479542305.991.742533.040389867557645695
SITAPURUttar Pradesh2477.22613.7587.2571200.178767529177.305.413959.724546821495.901.742167.05704172348045635
SULTANPURUttar Pradesh2477.22627.2187.2572374.5717351956201.585.4131091.1402148093243.651.742424.436401318463675282
UNNAOUttar Pradesh2477.22614.2087.2571239.1704240177341.725.4131849.706529294577.051.742134.229179242357005775
VARANASIUttar Pradesh2477.22643.8587.2573826.3004540936217.445.4131177.0213532446300.541.742523.540118563980045778
Chart3
1635016.278802391195832
2333965.076342522514677
2182602.05010874055622
1955230.232061951812436
3844240.973468213473077
1443103.16350594607201
2209373.036355291600561
1954418.600055151355809
5056874.397513883712605
2936839.20501071740865
1389015.89239292990464
3046618.967023782034584
2204220.498728461501640
5059621.721675185517918
2385578.343386591714186
4568427.638501334378760
1474972.892068951566741
5263787.876142434307689
2786155.369774933671481
2129099.247690672836245
1944464.562871482358237
4046327.918580073223162
1359202.356434431875227
3412233.326508013019394
1964302.818297422604990
1005309.91225899924054
2207333.551976842641177
2070294.194823972433860
1574157.817426081779512
2319411.894141953263294
1284415.884630571735657
2085737.503691041921105
2466279.555454942120623
1948657.907563811515811
1605580.788223921542098
2357333.516838441894430
57486.719867982253558
2389691.389564442519910
5949496.22186963889679
3495386.262980843587571
1146594.878992051054508
2336233.601875442582039
1347813.984871311966337
3380307.975125433005175
1722175.676511722280221
1910988.109076071493167
1712451.848340041463928
2660794.674706142387568
774531.177267416795510
1455725.227186441760705
1713055.946576852270767
6595043.35606116474109
1497731.564062361675984
5338753.370483296012363
872994.3782494561005852
2599203.226746843708610
1777087.720613241343550
2977452.566043423486357
2470631.059469382021931
815584.985345331033756
3014029.536652421975522
1267608.123072377610
2183989.358079782130004
1442417.268328321940117
3493980.68122193402374
2517753.251627782135910
1631504.691077652028601
535739.5361854681623924
1031144.794215681301271
2180604.981846771977993
2450136.820414132478275
3853477.775783193091064
1989052.734473392611935
1596566.198960882182680
463579.9810808861088083
1318328.485806861287689
1453137.469114341801428
879483.2779134571449726
1312127.04016388876507
2470876.490919573379387
893706.073144433866660
1039763.236973591289198
715081.144258748662812
402742.952938619363351
888240.155815159977259
1029378.414011871262108
3304769.657693743289840
1487454.863081831145863
1236694.442167221213163
1957494.73432513879390
1089307.598927991156984
905155.132425763839816
1241220.165841131402715
693116.642564858594711
649672.161031827850886
1588845.856050711609686
1726147.20341761512450
804317.0664783531113987
525930.492356562151622
1336209.465948731361230
4288067.225326264109764
983421.9802885271212225
894032.63082946934433
920885.367929751722009
884211.6923002902164
1182700.93780361188461
1141172.316677961331104
901662.020853718875890
1271903.145175261065431
730798.774212947892529
904067.737785995940182
1158038.205839531216518
739608.152540445828277
615585.861131234674807
842236.532330503620406
1294885.13446751301165
1161727.756142191205137
2107580.989586941743972
3789010.452378432124697
2534677.054717181325574
2370727.475669941464677
3350695.651662331237853
2373619.4301661745943
2174211.456536761430962
2327042.840824011146949
2720799.45332481326159
2520826.983752131549760
2968002.602439281690780
1896499.814799742659653
2068086.28845291050403
2350205.214336271195167
1766031.805521291426595
2353786.87567931472103
2754668.023179131497646
2827994.200112151176745
2589167.142286771322130
874079.609563264981134
946614.1602271871391548
2125586.746789281551104
3169510.171427451282528
813111.989422035922566
1591313.60301762874810
2620967.774475321761873
1369568.500078661607460
1047061.025654081545750
5242620.584336116222351
1100448.755902331814885
2505384.350490712542987
2443904.339667964159181
481797.534076496853240
977283.0240218021351810
424285.168381035639075
2621851.591495762764063
521845.541457464849589
4127495.491493193576410
4986603.736900054993122
7160453.310659417033114
2423376.10337332217105
1588732.605663211702420
3171382.894885462710205
1229087.907245681036238
4424014.063497453975118
3412386.277123053665100
817116.644662026963149
3837854.26949044227825
1110305.78943836787517
1603675.261590762535043
574754.918149207860092
2765937.15934076832518
1938492.991351442800771
1319524.093504391092410
1370578.14608895309052
1247294.06107855914
2463884.56332782632826
1277412.394454311437631
314935.786583549444689
6060654.838310064373120
2386844.871671662366406
301432.67528169926929
1411897.02948204980594
826070.650193238807477
930387.593751739431998
2415677.342025641086362
2703284.390351431826149
2653081.653749281012963
1514699.822388061009647
1710615.920089891860351
1136072.60038235616910
451360.15556912356569
1263464.14341802933349
1244468.014945531471646
4650691.924074373471270
6303672.624744756839544
815309.9770461051238065
3639290.671651014613503
3843980.612463835215509
3245474.109959323007761
3526416.638894114847479
5852293.067173856162130
7958376.963043577466063
5267748.234415015321593
2948595.162867233148399
2036092.000137961722145
2642102.726451812886996
2406894.089310292544841
2465171.053622372071394
2000794.668625492124640
1711219.272056781541310
1254866.600783041278564
1764647.686442752375078
1970409.528322641707561
2017604.232211461958237
3706027.489287662863382
1861827.652455862681041
2933513.618519013221711
310437.913109693333794
3226309.136979742881278
1934758.220706321966392
1851409.765148721969447
2278691.030343531577954
2252741.185002461956979
1276687.77038781647487
1502036.454826751443072
1319053.749601912142381
3189385.908066062440945
1708284.987506622331379
1916032.129301192375180
1781367.099382631484123
1761253.564203061582926
1625550.011912531487347
2428003.467612782740147
1812156.663111092552676
1012552.5613985757096
1893074.571092771667108
1837510.102230071767726
4250685.718232095054338
1482881.062602191384218
2838014.256450573032329
3098780.127417734075852
1727764.719456511642214
1292737.898632831389965
1342036.601997671037947
1529479.004001911556971
1447780.045212321216935
2549910.237503693248725
1713833.053392931693401
1858413.343205912179937
1867683.005738631549428
1663675.622977051685393
2251533.600520031625290
Predicted Agricultural GDP ('000 Rs)
Actual Agricultural GDP ('000 Rs)
Districts
Agricultural GDP ('000 Rs)
Agricultural GDP: Actual and Predicted, 1970-73
Chart4
57486.719867982226929
301432.67528169953558
310437.913109693151622
314935.786583549309052
402742.952938619333794
424285.168381035356569
451360.15556912363351
463579.981080886431998
481797.534076496444689
521845.541457464594711
525930.492356562607201
535739.536185468616910
574754.918149207620406
615585.861131234632826
649672.161031827639075
693116.642564858662812
715081.144258748674807
730798.774212947722009
739608.152540445745943
774531.177267416757096
804317.066478353787517
813111.989422035795510
815309.977046105807477
815584.98534533828277
817116.644662026832518
826070.650193238839816
842236.532330503849589
872994.378249456850886
874079.609563264853240
879483.277913457855914
884211.6923002860092
888240.155815159866660
893706.073144433874810
894032.63082946875890
901662.020853718876507
904067.737785995879390
905155.132425763892529
920885.367929751902164
930387.593751739922566
946614.160227187924054
977283.024021802933349
983421.980288527934433
1005309.91225899940182
1012552.5613985963149
1029378.41401187977259
1031144.79421568980594
1039763.23697359981134
1047061.02565408990464
1089307.598927991005852
1100448.755902331009647
1110305.789438361012963
1136072.600382351033756
1141172.316677961036238
1146594.878992051037947
1158038.205839531050403
1161727.756142191054508
1182700.93780361065431
1229087.907245681086362
1236694.442167221088083
1241220.165841131092410
1244468.014945531113987
1247294.061071145863
1254866.600783041146949
1263464.143418021156984
1267608.123071176745
1271903.145175261188461
1276687.77038781195167
1277412.394454311195832
1284415.884630571205137
1292737.898632831212225
1294885.13446751213163
1312127.040163881216518
1318328.485806861216935
1319053.749601911237853
1319524.093504391238065
1336209.465948731262108
1342036.601997671278564
1347813.984871311282528
1359202.356434431287689
1369568.500078661289198
1370578.146088951301165
1389015.892392921301271
1411897.029482041322130
1442417.268328321325574
1443103.163505941326159
1447780.045212321331104
1453137.469114341343550
1455725.227186441351810
1474972.892068951355809
1482881.062602191361230
1487454.863081831384218
1497731.564062361389965
1502036.454826751391548
1514699.822388061402715
1529479.004001911426595
1574157.817426081430962
1588732.605663211437631
1588845.856050711443072
1591313.603017621449726
1596566.198960881463928
1603675.261590761464677
1605580.788223921471646
1625550.011912531472103
1631504.691077651484123
1635016.278802391487347
1663675.622977051493167
1708284.987506621497646
1710615.920089891501640
1711219.272056781512450
1712451.848340041515811
1713055.946576851541310
1713833.053392931542098
1722175.676511721545750
1726147.20341761549428
1727764.719456511549760
1761253.564203061551104
1764647.686442751556971
1766031.805521291566741
1777087.720613241577954
1781367.099382631582926
1812156.663111091600561
1837510.102230071607460
1851409.765148721609686
1858413.343205911623924
1861827.652455861625290
1867683.005738631642214
1893074.571092771647487
1896499.814799741667108
1910988.109076071675984
1916032.129301191685393
1934758.220706321690780
1938492.991351441693401
1944464.562871481702420
1948657.907563811707561
1954418.600055151714186
1955230.232061951722145
1957494.734325131735657
1964302.818297421740865
1970409.528322641743972
1989052.734473391760705
2000794.668625491761873
2017604.232211461767726
2036092.000137961779512
2068086.28845291801428
2070294.194823971812436
2085737.503691041814885
2107580.989586941826149
2125586.746789281860351
2129099.247690671875227
2174211.456536761894430
2180604.981846771921105
2182602.05010871940117
2183989.358079781956979
2204220.498728461958237
2207333.551976841966337
2209373.036355291966392
2251533.600520031969447
2252741.185002461975522
2278691.030343531977993
2319411.894141952021931
2327042.840824012028601
2333965.076342522034584
2336233.601875442071394
2350205.214336272120623
2353786.87567932124640
2357333.516838442124697
2370727.475669942130004
2373619.43016612135910
2385578.343386592142381
2386844.871671662179937
2389691.389564442182680
2406894.089310292217105
2415677.342025642270767
2423376.10337332280221
2428003.467612782331379
2443904.339667962358237
2450136.820414132366406
2463884.563327822375078
2465171.053622372375180
2466279.555454942377610
2470631.059469382387568
2470876.490919572433860
2505384.350490712440945
2517753.251627782478275
2520826.983752132514677
2534677.054717182519910
2549910.237503692535043
2589167.142286772542987
2599203.226746842544841
2620967.774475322552676
2621851.591495762582039
2642102.726451812604990
2653081.653749282611935
2660794.674706142641177
2703284.390351432659653
2720799.45332482681041
2754668.023179132710205
2765937.159340762740147
2786155.369774932764063
2827994.200112152800771
2838014.256450572836245
2933513.618519012863382
2936839.20501072881278
2948595.162867232886996
2968002.602439283005175
2977452.566043423007761
3014029.536652423019394
3046618.967023783032329
3098780.127417733091064
3169510.171427453148399
3171382.894885463221711
3189385.908066063223162
3226309.136979743248725
3245474.109959323263294
3304769.657693743289840
3350695.651662333379387
3380307.975125433402374
3412233.326508013471270
3412386.277123053473077
3493980.68122193486357
3495386.262980843576410
3526416.638894113587571
3639290.671651013665100
3706027.489287663671481
3789010.452378433708610
3837854.26949043712605
3843980.612463833889679
3844240.973468213975118
3853477.775783194055622
4046327.918580074075852
4127495.491493194109764
4250685.718232094159181
4288067.225326264227825
4424014.063497454307689
4568427.638501334373120
4650691.924074374378760
4986603.736900054613503
5056874.397513884847479
5059621.721675184993122
5242620.584336115054338
5263787.876142435215509
5267748.234415015321593
5338753.370483295517918
5852293.067173856012363
6060654.838310066162130
6303672.624744756222351
6595043.35606116474109
7160453.310659416839544
7958376.963043577033114
7949496.22186967466063
Predicted Agricultural GDP ('000 Rs)
Actual Agricultural GDP ('000 Rs)
Districts
Agricultural GDP ('000 Rs)
Agricultural GDP: Actual and Predicted-Arranged in Ascending Order, 1970-73
Chart5
123788.8357386035846.0657661133
324524.62769573165713.9124670853
372070.837293264112751.375627452
260422.98319661285872.2546300682
1157244.8173576123379.9145346234
54895.70392825532367.2378675162
250670.453788036105407.307905333
280759.9785798615731.6958996215
1394471.8114294132924.3779572665
247311.82938267444117.9933844178
189501.0789095133133.2339681088
599550.58788659350656.7688041792
369527.26108983424591.3439866746
1838530.0878490419125.1241310575
298718.40086437243474.6171026575
1204319.5687795979289.1661613173
615161.67021830819970.8951207289
2031887.52745057123402.961017384
578058.34273808665276.2865403406
159054.11814476435716.330725886
257021.909480119723.1166581943
1913835.57848597114933.356884171
47608.123428484229613.1594183716
642642.17697231597615.6589728152
46055.755061538462399.3643719548
282426.66094435419337.9354621591
615803.280991771142170.859153927
248274.5373485223617.7328752314
66265.396129908112883.1009175109
120869.378901641212153.532133169
109598.0628160191594.5809738568
126538.51891844686454.1658562464
12105.845374262177538.7758019153
49603.6019727313144613.986601848
55233.175768235359610.7247778824
56502.961250476270931.3068038095
00
29307.971812373166449.0958267979
77257.13061207881359838.74682011
322504.181723061143431.792028907
16875.816913539557371.1279231695
28127.1454802158295266.451168739
46890.313131598724489.7214518907
86853.0213234778117533.084529859
31869.6915287285117836.425896425
284290.58669250827670.3287477653
26196.189869922852714.2340127378
41092.0225047295135269.892092319
55608.898375044319789.4892718894
40874.240634917176451.7927667836
103781.977821327164316.708966492
2542847.5197064263042.8714018985
629652.92752254320016.6510590833
664755.45801435480802.399896611
85919.260642690161200.1283871345
792271.27075814141409.383962223
162640.28102176535257.1726057789
260831.52598407366900.5610640466
184113.30722683911803.6019945388
6445.396307252517518.3395957813
63390.354227582459339.9132991947
154585.6319738672623.3890917216
247131.87245162823422.253975783
244588.04783767233779.5629353382
283950.65049462519612.5751587662
29236.58897188313424.831243473
222149.5737594443925.6160205252
60026.1032059079354.2323575749
125548.82392968747500.4260940702
348726.1011696910260.2843575228
335570.21834087622315.4387163214
547500.94521669213548.0041883263
614039.9721865244559.0273913822
159558.03002046447683.4710253034
96803.61870289944185.3313360805
506113.8799390075631.8254006383
50659.43084552851535.2094224119
16954.539549090937341.3710563636
329514.27569739112332.9164716522
453070.8886428024452.3601314656
56275.059630370467857.3703041482
4496.659719148935269.9039008124
58629.68750167233005.4892043478
36556.115634096715682.0732658524
17551.988016528920166.2893939394
18445.189230263233604.9779928571
602223.6597565485189.3744085238
4349.671405196736152.5755321455
46193.364215808215626.3131891652
609036.72515759936413.7097183142
17983.971966888420451.0527820547
33553.862085198525890.9892987726
101886.6269005396124.2554508438
10810.19344352629304.9330867952
7067.0878846154846.7449692308
24785.039110423595016.7013709446
496232.61311792431142.1570649685
19044.810506666720132.5387924762
37783.15241904764059.7969094372
61984.11585694962358.3363129151
1055854.974356959820.5748585989
41371.46694217692545.0369069048
6006.428211320832257.1227954717
10934.381914414433621.7181233634
45543.67615875832470.1904537472
42252.356766225611863.8732287461
46541.63479227373564.0251919426
40686.263867241426369.3863551067
96977.39454231542928.4268607186
10965.48959639641940.8896327928
24711.755340234426925.5153974219
49653.862630461381467.3125587119
7667.90779898731736.5082163713
19796.39686913584321.2695034568
82798.661843283670405.7172
26079.729400966225400.9326057971
12052.4468920572948.8689531568
38473.459855429565890.8255419125
195432.691855801140333.670147594
7185.474888527320118.0022400863
2317.060517706730228.3723701115
36695.0978383137102149.03801165
70076.956223907444668.2424707018
696565.9191018668711.01966167
10667.137985569227744.3861766747
590569.1180886183161.8458802083
63128.130603446564881.0977343027
86080.28693514395904.5972559923
193057.75938886515124.1771491026
86968.089495094635880.466295286
36840.314726971918373.7901814255
83490.498770791288908.5901248368
40267.795092308494401.6306841315
26624.765164169828834.7210195714
274745.58817319580228.36989605
13057.95291161252941.5975947571
35126.63808962086380.6939270638
53601.415516452140546.5205237959
177374.0061762657544.9485957848
106882.952251465123193.610643816
3482.2213839675560.1033477973
9132.660970331218498.7471218951
15369.137007955916736.095425627
293916.7829132777388.0412185527
212219.33782237717578.8119963249
1405619.9144518536630.6492408144
125991.69886493920360.0849457669
716558.98722572724947.6093635528
95568.962956264221395.7253625148
22110.31596705214949.7262061509
101352.5591868737492.5225096706
86373.35823277313443.4881157691
521550.79307982626609.9263354214
36486.95793322364594.3967197768
900815.108498126208333.443612947
1732801.01154434153674.485416304
1973817.33512448311497.036491795
278287.587310319130685.142691914
59286.414320704782960.5414506355
78703.8309813865312205.100382415
23058.5132166592148019.674527159
138243.092005192369961.940271871
261355.706621726317060.899473809
12554.958268085160654.8240170213
620770.556404255340196.631666667
67441.6192985925101936.977636037
32414.1406831946155597.17816378
38816.536323670111093.8295826567
285.190824289216350.5173461456
311273.581502454133426.714076874
180480.555571755154211.949005872
27123.8749929885113.4269952196
414029.91271430238208.7540569659
61498.7181178347108712.501455622
0232.3070564156
19283.206262378612944.0139954101
2418037.197948391356.413490381
51741.2151455949343646.561651046
0245.0425238142
10557.962392081482596.3943399985
6171.850002008756848.5932415232
564.338627979325135.4110415088
1605.023973612437936.4396914211
551624.65951004642737.5053545877
1399.709790180834174.2605975161
74404.1883432471122810.174393354
201866.613402805104713.516544719
2375.296224365455815.6177846035
14742.884762776852431.8251093702
123413.68607433276260.5219407521
112201.300435432145983.355875456
1001722.4640799978948.4028114523
730054.493278584240137.027936212
159936.213504896478.3101161467
539550.689647221142881.658492633
627347.803987672221729.250601528
969767.83110767552895.7192022365
269832.075554647193656.475678938
1015587.51508607166398.624725063
2620400.0594607414225.338862068
830099.413593783118200.861848902
489103.51823464193667.9266043831
244906.533013143213186.277355931
471970.892715716370487.319277332
255875.869077633150655.297157754
324673.327365661278554.822267475
32930.0145820933288316.63630682
98091.973580212277855.9166092238
172336.783803604104759.765904303
456181.8072394264755.3447848854
375205.33217686471003.2768971646
398669.95766443197681.6555715582
647058.802633581261110.813334203
52965.1118104839193038.577807518
461435.519842137338648.936545441
79317.94931323281343.4700837521
302802.634193923226605.331396312
371984.244260461205831.577972444
557115.807967024110674.093594378
337232.424261157137676.261713094
180029.819557236195033.116173752
211399.64714317490868.1552656465
91575.1900516169183633.345883607
108946.49869606782035.7624768493
586058.027440102194239.204239697
362852.73484803812273.8962879524
465556.603784616122757.911070036
601807.7219466512348.9008140425
65878.6030513312247937.361175488
329637.34769829962029.9192377181
613477.87298371295839.4388186361
91386.050672290484645.012781335
208328.50603085636961.3769986752
403232.909888333209336.947386977
597393.758044665162441.757760488
711670.128618877328911.370517945
347621.49943357526278.0378348856
111389.422901462391568.969101046
570819.150140371192817.242090095
304094.35502101133613.8097087379
238721.17986354166666.5518733626
246147.15756466482592.3348081366
410965.7956465672871.4734992999
161379.47714193367762.5429747273
358694.68676133191563.783214144
318585.313447428158494.194957532
371252.23116299364623.0209246695
320054.063674415124496.002594
539847.7827062439175.579282893
331093.704853458147270.767022966
Contribution of SWI to Agricultural GDP ('000 Rs)
Contribution of GWI to Agricultural GDP ('000 Rs)
Districts
Agricultural GDP ('000 Rs)
Contribution of Surface water Irrigation and Groundwater Irrigation to Agricultural GDP, 1970-73
Chart6
123788.8357386035846.0657661133
324524.62769573165713.9124670853
372070.837293264112751.375627452
260422.98319661285872.2546300682
1157244.8173576123379.9145346234
54895.70392825532367.2378675162
250670.453788036105407.307905333
280759.9785798615731.6958996215
1394471.8114294132924.3779572665
247311.82938267444117.9933844178
189501.0789095133133.2339681088
599550.58788659350656.7688041792
369527.26108983424591.3439866746
1838530.0878490419125.1241310575
298718.40086437243474.6171026575
1204319.5687795979289.1661613173
615161.67021830819970.8951207289
2031887.52745057123402.961017384
578058.34273808665276.2865403406
159054.11814476435716.330725886
257021.909480119723.1166581943
1913835.57848597114933.356884171
47608.123428484229613.1594183716
642642.17697231597615.6589728152
46055.755061538462399.3643719548
282426.66094435419337.9354621591
615803.280991771142170.859153927
248274.5373485223617.7328752314
66265.396129908112883.1009175109
120869.378901641212153.532133169
109598.0628160191594.5809738568
126538.51891844686454.1658562464
12105.845374262177538.7758019153
49603.6019727313144613.986601848
55233.175768235359610.7247778824
56502.961250476270931.3068038095
00
29307.971812373166449.0958267979
77257.13061207881359838.74682011
322504.181723061143431.792028907
16875.816913539557371.1279231695
28127.1454802158295266.451168739
46890.313131598724489.7214518907
86853.0213234778117533.084529859
31869.6915287285117836.425896425
284290.58669250827670.3287477653
26196.189869922852714.2340127378
41092.0225047295135269.892092319
55608.898375044319789.4892718894
40874.240634917176451.7927667836
103781.977821327164316.708966492
2542847.5197064263042.8714018985
629652.92752254320016.6510590833
664755.45801435480802.399896611
85919.260642690161200.1283871345
792271.27075814141409.383962223
162640.28102176535257.1726057789
260831.52598407366900.5610640466
184113.30722683911803.6019945388
6445.396307252517518.3395957813
63390.354227582459339.9132991947
154585.6319738672623.3890917216
247131.87245162823422.253975783
244588.04783767233779.5629353382
283950.65049462519612.5751587662
29236.58897188313424.831243473
222149.5737594443925.6160205252
60026.1032059079354.2323575749
125548.82392968747500.4260940702
348726.1011696910260.2843575228
335570.21834087622315.4387163214
547500.94521669213548.0041883263
614039.9721865244559.0273913822
159558.03002046447683.4710253034
96803.61870289944185.3313360805
506113.8799390075631.8254006383
50659.43084552851535.2094224119
16954.539549090937341.3710563636
329514.27569739112332.9164716522
453070.8886428024452.3601314656
56275.059630370467857.3703041482
4496.659719148935269.9039008124
58629.68750167233005.4892043478
36556.115634096715682.0732658524
17551.988016528920166.2893939394
18445.189230263233604.9779928571
602223.6597565485189.3744085238
4349.671405196736152.5755321455
46193.364215808215626.3131891652
609036.72515759936413.7097183142
17983.971966888420451.0527820547
33553.862085198525890.9892987726
101886.6269005396124.2554508438
10810.19344352629304.9330867952
7067.0878846154846.7449692308
24785.039110423595016.7013709446
496232.61311792431142.1570649685
19044.810506666720132.5387924762
37783.15241904764059.7969094372
61984.11585694962358.3363129151
1055854.974356959820.5748585989
41371.46694217692545.0369069048
6006.428211320832257.1227954717
10934.381914414433621.7181233634
45543.67615875832470.1904537472
42252.356766225611863.8732287461
46541.63479227373564.0251919426
40686.263867241426369.3863551067
96977.39454231542928.4268607186
10965.48959639641940.8896327928
24711.755340234426925.5153974219
49653.862630461381467.3125587119
7667.90779898731736.5082163713
19796.39686913584321.2695034568
82798.661843283670405.7172
26079.729400966225400.9326057971
12052.4468920572948.8689531568
38473.459855429565890.8255419125
195432.691855801140333.670147594
7185.474888527320118.0022400863
2317.060517706730228.3723701115
36695.0978383137102149.03801165
70076.956223907444668.2424707018
696565.9191018668711.01966167
10667.137985569227744.3861766747
590569.1180886183161.8458802083
63128.130603446564881.0977343027
86080.28693514395904.5972559923
193057.75938886515124.1771491026
86968.089495094635880.466295286
36840.314726971918373.7901814255
83490.498770791288908.5901248368
40267.795092308494401.6306841315
26624.765164169828834.7210195714
274745.58817319580228.36989605
13057.95291161252941.5975947571
35126.63808962086380.6939270638
53601.415516452140546.5205237959
177374.0061762657544.9485957848
106882.952251465123193.610643816
3482.2213839675560.1033477973
9132.660970331218498.7471218951
15369.137007955916736.095425627
293916.7829132777388.0412185527
212219.33782237717578.8119963249
1405619.9144518536630.6492408144
125991.69886493920360.0849457669
716558.98722572724947.6093635528
95568.962956264221395.7253625148
22110.31596705214949.7262061509
101352.5591868737492.5225096706
86373.35823277313443.4881157691
521550.79307982626609.9263354214
36486.95793322364594.3967197768
900815.108498126208333.443612947
1732801.01154434153674.485416304
1973817.33512448311497.036491795
278287.587310319130685.142691914
59286.414320704782960.5414506355
78703.8309813865312205.100382415
23058.5132166592148019.674527159
138243.092005192369961.940271871
261355.706621726317060.899473809
12554.958268085160654.8240170213
620770.556404255340196.631666667
67441.6192985925101936.977636037
32414.1406831946155597.17816378
38816.536323670111093.8295826567
285.190824289216350.5173461456
311273.581502454133426.714076874
180480.555571755154211.949005872
27123.8749929885113.4269952196
414029.91271430238208.7540569659
61498.7181178347108712.501455622
0232.3070564156
19283.206262378612944.0139954101
2418037.197948391356.413490381
51741.2151455949343646.561651046
0245.0425238142
10557.962392081482596.3943399985
6171.850002008756848.5932415232
564.338627979325135.4110415088
1605.023973612437936.4396914211
551624.65951004642737.5053545877
1399.709790180834174.2605975161
74404.1883432471122810.174393354
201866.613402805104713.516544719
2375.296224365455815.6177846035
14742.884762776852431.8251093702
123413.68607433276260.5219407521
112201.300435432145983.355875456
1001722.4640799978948.4028114523
730054.493278584240137.027936212
159936.213504896478.3101161467
539550.689647221142881.658492633
627347.803987672221729.250601528
969767.83110767552895.7192022365
269832.075554647193656.475678938
1015587.51508607166398.624725063
2620400.0594607414225.338862068
830099.413593783118200.861848902
489103.51823464193667.9266043831
244906.533013143213186.277355931
471970.892715716370487.319277332
255875.869077633150655.297157754
324673.327365661278554.822267475
32930.0145820933288316.63630682
98091.973580212277855.9166092238
172336.783803604104759.765904303
456181.8072394264755.3447848854
375205.33217686471003.2768971646
398669.95766443197681.6555715582
647058.802633581261110.813334203
52965.1118104839193038.577807518
461435.519842137338648.936545441
79317.94931323281343.4700837521
302802.634193923226605.331396312
371984.244260461205831.577972444
557115.807967024110674.093594378
337232.424261157137676.261713094
180029.819557236195033.116173752
211399.64714317490868.1552656465
91575.1900516169183633.345883607
108946.49869606782035.7624768493
586058.027440102194239.204239697
362852.73484803812273.8962879524
465556.603784616122757.911070036
601807.7219466512348.9008140425
65878.6030513312247937.361175488
329637.34769829962029.9192377181
613477.87298371295839.4388186361
91386.050672290484645.012781335
208328.50603085636961.3769986752
403232.909888333209336.947386977
597393.758044665162441.757760488
711670.128618877328911.370517945
347621.49943357526278.0378348856
111389.422901462391568.969101046
570819.150140371192817.242090095
304094.35502101133613.8097087379
238721.17986354166666.5518733626
246147.15756466482592.3348081366
410965.7956465672871.4734992999
161379.47714193367762.5429747273
358694.68676133191563.783214144
318585.313447428158494.194957532
371252.23116299364623.0209246695
320054.063674415124496.002594
539847.7827062439175.579282893
331093.704853458147270.767022966
Contribution of SWI to Agricultural GDP ('000 Rs)
Contribution of GWI to Agricultural GDP ('000 Rs)
Districts
Agricultural GDP ('000 Rs)
Contribution of Surface water Irrigation and Groundwater Irrigation to Agricultural GDP, 1970-73
Chart7
7.57110723260.3575539792
13.9044337462.8155482331
17.04712213915.1659154092
13.31930014824.3919254736
30.10333705260.6081802545
3.80400412922.2428914776
11.34577319734.7709149234
14.36539636760.8049297064
27.5757652220.6510815846
8.42102042771.5022270647
13.64283014672.385374721
19.67921142671.6627208506
16.76453246411.1156480942
36.33730324090.3779951384
12.52184409251.8223931829
26.36179587551.7355898448
41.70664244251.3539838751
38.60124258922.3443756458
20.74752718422.342880345
7.47048867341.6775324478
13.21813286740.5000408258
47.29808401582.8404360496
3.50265162532.1787160152
18.83347694842.8607556879
2.34463620543.1766672527
28.09349211621.9235795078
27.89806191466.4408416674
11.99223462871.1407911462
4.209577680.8184122821
5.21120803119.146867474
8.5329108840.124148338
6.0668477554.1450166046
0.49085454843.143957287
2.54552642517.4212095433
3.44007453093.7127203573
2.39690145023.0089635725
00
1.22643333532.7806559507
0.29772111935.2403281173
9.22656775134.1034604258
1.47182036335.0036092934
1.203952612312.6385670907
3.47898995391.8169956483
2.56938190143.4769933803
1.85054823176.8422999758
14.87662771641.447959232
1.5297475313.0782900006
1.54435150135.0838154999
7.1796849512.5550281064
2.80782663325.25180105
6.05829471189.5920223327
38.55694924840.9559129182
42.04043919691.3364645267
12.45151090319.0058926969
9.84190308487.0103691286
30.48131298875.440489705
9.15206824821.9839860575
8.76022439312.2469060239
7.45207612120.4777565614
0.79027893142.1479477811
2.1031762781.9687900393
12.19506479650.2069558442
11.31561706281.0724527521
16.95681639482.3418717785
8.12685233270.5613246594
1.1612174050.533206788
13.6162387380.240613223
11.20434449050.0661202569
12.17567354594.6065718763
15.9921720840.4705246683
13.69597875290.9107833706
14.20796945180.3515786252
30.87097498950.2292059588
9.99382488022.9866266151
20.8817512950.9028283159
38.39057453340.4271943951
3.48621048750.1056479139
1.92778418594.2458307047
25.11298567980.9399178657
18.33644418520.1801935527
6.29681965047.5928062193
0.43246958153.3921091501
8.1990257990.4203004412
9.0767859173.893816925
1.97604081532.2703645249
1.79187643533.264589342
18.22286338030.1570268111
0.29242375772.4304989973
3.73522857711.2635548973
31.11307093081.8602200598
1.65095442141.8774359788
3.70697363172.8603924754
8.20858617230.4934060547
1.55964996071.3424772276
1.08779293750.1303341932
1.55993981525.9802340805
28.74798928711.8041426017
2.36782374772.5030600035
7.18405815370.7719265128
4.63880233130.1764945073
24.6230975140.2290210098
4.2068885760.2587939824
0.6718354573.6080475906
1.18737709333.651020995
5.15076610670.2793664091
3.57253092611.0031169207
4.07840552320.3123126227
4.51236305032.9245311153
7.62458956960.2302397688
1.50048002040.2655846864
2.73339643782.9782630518
4.28775686167.0349416926
1.03675274170.2347875981
3.21586282580.7019767308
9.83080864648.3593758401
2.01405736361.9616359729
1.03745880460.2538347679
1.82547954483.1263721711
5.15788209913.7037023759
0.28348680060.7937106703
0.09773626631.2750673656
1.09514863943.0485919532
2.95232484761.8818620164
32.03763447240.4006519069
0.45839886571.1922593641
21.70572025690.1162101777
2.50426272852.5738020956
2.90027666633.2312841362
10.17968775330.7974784406
4.20524472221.7349598271
1.56753608160.7817951415
4.72757616885.0343708333
1.71076640414.0106277956
0.96653262541.046758476
9.71521045422.8369354468
0.50433024190.1136117305
4.01870009380.7299900212
5.66243542184.2833207264
8.34470794682.7072500656
3.37222303993.8868343681
0.42825852150.6838053577
0.57390705091.1624828121
0.58639168160.6385464022
21.460539060.5394429865
20.26809637861.6788717721
26.81139883840.6987087593
11.44912002391.8501620213
28.60076088070.9957597667
3.9105034270.8754731114
4.58913016431.0273456911
10.37085027530.7666686441
20.35738335190.8115975698
19.89246053331.0149287786
6.99190757310.8804131404
21.82473876365.0474541775
34.74912190683.0817464857
27.56553600024.3502418489
11.48346667795.3926892532
3.73167983775.2218064358
2.48168807089.8444467518
1.876067047812.0430502696
3.12483391838.3625850859
7.65903052589.2914715312
1.53649522997.4230312665
16.17493820288.8642404786
6.07414821589.1809822668
2.02124092459.7025365353
6.75358054331.9301843677
0.01031082080.5911384245
16.05750358096.8830124572
13.677700654411.686936962
1.97900973910.0082758503
33.19425030853.0633316753
2.49600647024.4122400486
00.0181857525
6.1229009484.1100486343
39.89729265990.0223806425
2.167766148514.3975239334
00.0812926215
0.74778558015.8500296137
0.74713343236.8818076551
0.06065629332.7016064284
0.06644198481.5704266059
20.40572059231.5809474396
0.05275788581.2880968269
4.91214082448.1078886112
11.80081460916.1213926116
0.20907961554.91303265
3.26632392811.6164053168
9.76788195516.0358279527
9.016005159511.7305831988
21.53921352851.6975625154
11.5814151013.8094780968
19.6166
