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1
Welcome
IMPACT AND EFFECT OF CLIMATE
CHANGE ON AGRICULTURE
2
Sequence of seminar
Introduction
Climate and climate change
Climate change in developed and
developing countries
Factors responsible for climate change
Impact of climate change on agriculture
Effect of climate change on agriculture
Research studies
Conclusion
3
INTRODUCTION
4
What is climate ???
• Climate is the long-term pattern of weather in a particular
area
• It is measured by assessing the patterns of variation in
temperature, humidity, pressure, wind, precipitation and
other meteorological variables in a given region over long
periods of time
• Climate is different from weather. weather only
describes the short-term conditions of these variables in a
given region
5
“A change in the state of the climate that can be identified (e.g.,
using statistical tests) by changes in the mean and/or variability of
its properties, and that persists for an extended period, typically
decades or longer. It refers to any change in climate over time,
whether due to natural variability or as a result of human activity.”
-IPCC (Intergovernmental Panel On Climate Change)
“A change that is attributed directly or indirectly to human activity
that alters the composition of the global atmosphere and that is in
addition to natural climate variability observed over comparable
time periods”
-UNFCCC ( The United Nations Framework Convention on
Climate Change)
Climate change
6
Climate change in developed countries
 Climate change will have less effects
for a few developed countries for
moderate amounts of warming
 Climate Costs of extreme weather alone
could reach 0.5–1 per cent of world
GDP
 2°C rise in global temperatures may
lead to a 20 per cent reduction in water
availability and crop yields in Southern
Europe
7
In USA GDP declines by
1 per cent when global
temperatures exceed by
3°C
8
CLIMATE CHANGE IN DEVELOPING COUNTRIES
• Poor and developing countries are
mostly affected by climate change
• In developing countries like India,
climate change is an additional burden
because ecological and socioeconomic
systems are already facing pressures
from rapid population industrialization
and economic development
• Developing countries will be
particularly badly hit for the reasons:
–
9
-Stronger dependence on
agriculture
– Resource scarcity: Fewer
resources associated with
greater vulnerability
10
Source : www.climateeye.com, 2014
11
Factors responsible for Climate change
.
.
.
.
.
Greenhouse Gases
Deforestation
Land use change
Energy usage
vehicular usage
Climate change
12
Green house gases
• Greenhouse Gases (GHGs) are gases in the atmosphere that absorb and
emit radiation within the thermal infrared range.
• Greenhouse gas emissions from agriculture have increased by
approximately 17 per cent since 1990.
• CO2 is the most important anthropogenic GHG as it constitutes about 70
per cent of the total emissions.
• The per-capita emission of an Indian citizen is 1.2 tonnes of Carbon
dioxide where as in US with 20.6 tonnes.
• The green house gases have a drastic effect on temperature , human
health , biodiversity loss etc.
13
GREEN HOUSE GAS EMISSION
(2013)
25%
15%
10%
7%
5%
3%
2%
2%
2%
2%
27%
CHINA
AMERICA
EUROPE
INDIA
RUSSIA
JAPAN
BRAZIL
INDONESIA
MEXICO
IRAN
OTHERS
14
DEFORESTATION
• National Action Plan
on Climate Change
(NAPCC) estimates
that 68% of the forest
areas in India are
likely to experience
shift in forest types by
the end of the 21st
century, which needs
our immediate
attention
39%
8%
6%
3%
2%
2%
40%
SHARE OF DIFFERENT COUNTRIES
Brazil
Indonesia
Paraguay
Malaysia
India
DR Congo
others
SOURCE: FAO 2012
15
16
Source: IPCC 2013
Contribution of different sectors in world to climate change
(Through Greenhouse Gas emissions)
17
Industrial
processes
8%
Wastes
2%
Land use
changes
1%
Agriculture
28%
Energy
61%
Contribution of different sectors in India to climate change
(through greenhouse gas emissions in India)
Fossil fuel used in agriculture considered in energy sector
Source: IPCC 2013
18
Rice cultivation
23%
Manure
management
5%
Emission from
soils
12%
Enteric
fermentation
59%
Crop residues
1%
Sectors of agriculture in India contributing to climate change
Source: IPCC 2013 19
Impact of climate change on different sectors
20
Impact of climate change on agriculture
21
• Rise in temperatures likely to affect crops differently from region
to region
• India is a predominantly agriculture-oriented economy, as around
50 per cent of the population directly depends on agriculture
either as farmers or agricultural laborers
• Food production in India is sensitive to climate change like
variations in temperature and monsoon
• It is predicted that a loss of 10 to 40 per cent in production may
occur by 2100 in India due to climate change (NAPCC)
22
23
Mean temperature trend in India ( in oC)
Source :Statistics related to climate change -India, 2013
24
Source :Statistics related to climate change -India, 2013
Effect of climate change on agriculture
Crop
yield
Soil
fertility
Diseases
and insect
pest
Cropping
pattern
25
26
Years
Cropped area
affected
(in lakh ha)
% Change
over
Previous
year
2001 18.72 -
2002 21 10.85
2003 31.98 34.33
2004 32.53 1.69
2005 35.52 8.41
2006 70.87 49.88
2007 85.13 16.75
2008 35.56 -139.39
2009 47.13 24.54
2010 46.25 -1.90
2011 52.01 11.07
2012 50.36 -3.27
Cropped area affected due to climate change in India
0
10
20
30
40
50
60
70
80
90
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
Croppedarea affectedby
extremeevents
Source :Statistics related to climate change -India, 2013
27
Potential Impact of Climate Change on Wheat and rice in
India
• Wheat production Rice yield
Aggarwal et al,2002
28
Effects of Temperature on selected Crops in India
Rao et al, 2008
29
Impact of climate change on other potential
sectors of agriculture
On soil
• Surface runoff
• Acidification
• Water logging
• Biological degradation
On water
• Evaporation loss
• Decline in water quality
• Melting of glacial ice
• Shrinking of water
bodies
30
Impact of climate change on other potential
sectors of agriculture
On livestock
1.Feed Grain & Forage
Quantity & Quality Decrease
Production Cost Increase
2. Animal Heat & Humidity Stress
Reduces growth, reproduction,
production (meat, dairy, eggs)
3. Disease & Pests
Frequency, intensity, distribution is
abundance .
On fisheries
• Increase in temperature affect
breeding, migration and harvests of
fishes.
• Affect the capture, production and
marketing costs of the marine fish.
31
Adaptation strategies introduced by IPCC
32
Mitigation of climate change
 Improving organic matter management
 Methane emission from ruminants can be reduced
by altering the feed composition
 Efficient management practice to reduce N2O
emission is site-specific nutrient management.
 Mitigating methane emission from rice cultivation.
 Application of plant-derived organics such as neem
oil and neem cake which can also act as nitrification
inhibitors 33
How to cut down emissions?
34
The British Petroleum suggests different options to cut down the
emission of CO2 by 110 million tonnes.
Research Studies
35
1. Farmers awareness of climate change
and their adaptations
36
Ravindra 2012
• Methodology
• Locale of study : Bijapur
• Simple random sampling technique
• Sample size : 150
37
Table 1. Awareness of farmers about changes in the precipitation
Sl.
No.
Statements
Farmers response
Aware Not aware
Frequen
cy
Percentage Frequency Percentage
1.
Increase in frost occurrence increases
the scope of pests and diseases
75 50.00 75 50.00
2.
Late onset of rains results in delayed
farm operations and difficult to
manage the crops
56 37.33 94 62.66
3.
Heavy rainfall destroys irrigation
water supply system
24 16.00 126 84.00
4.
Heavy rainfall, drought and frost
situation results in abnormal growth
of crops
24 16.00 126 84.00
5.
Low market price for poor quality of
produce results due to unfavorable
rainfall situation
14 9.33 136 90.66
6.
Now a days there is change in the
rainfall during crop growth period
15 10.00 135 90.0038
n=150
Table 1a. Overall awareness of farmers about changes in
precipitation
Categories Frequency Percentage
Low (<9.57) 54 36
Medium (9.57-11.02) 36 24
High (>11.02) 60 40
Mean=10.29 SD=1.71
39
n=150
Table 2. Awareness of farmers about changes in temperature
Sl.
No.
Statements Aware Not aware
Frequency Percentage Frequency Percentage
1. Now a days there is rise in
both day and night
temperature
64 42.66 86 57.35
2. Rise in temperature results
in large scale migration and
exodus of people and
animals
35 23.33 115 76.67
3. Summer/winter is getting
warmer
43 28.66 107 71.34
4. High temperature and
relative humidity results in
poor quality of the produce
35 23.33 115 76.67
40
n=150
Table 3. Distribution of farmers according to changes in
temperature
Sl.
No.
Categories Frequency Percentage
1. Low awareness (<5.99) 49 32.66
2. Medium awareness (5.99-7.14) 14 9.33
3. High awareness (>7.14) 87 58.00
4. Mean=6.57 SD= 1.35
41
n=150
Table 4. Awareness of farmers about impact of climate change
in agriculture
Sl.
No.
Awareness statements on impact
of climate change
Aware Not aware
Frequenc
y
Percentage Frequency Percentage
1. Stronger wind and heavy rainfall
increases soil erosion
65 43.33 85 56.67
2. As a result of climate change,
there increase in operational cost
due to increased expenditure on
inputs
46 30.66 104 69.34
3. Strong wind and storms result in
heavy lodging and uprooting of
crops
46 30.66 104 69.34
4. High rainfall and relative humidity
results in increased insect
problems
25 16.66 125 83.34
5. Income from agriculture is
adversely affected due to climate
change
21 14.00 129 86.00
42
n=150
Table 5. Overall impact of climate change on agriculture
Awareness category Frequency Percentage
Low (<7.17) 53 35.33
Medium (7.17-9.26) 24 16.00
High (>9.26) 73 48.66
Mean=8.21 SD=2.46
43
n=150
2. Perspectives of farmers on effect of climate
change on agriculture and livestock
44
Gajendra 2011
Methodology
• Locale of study : Bijapur
• Simple random sampling technique
• Sample size is 150
45
Table 1. Distribution of the respondents according to their perceived
effects of climate change on agriculture in the last 2 decades
Sl. No. Farming
practices
Effect of climate change Percent
variation
Negative f (%) No effect f
(%)
1. Soil fertility 135 (90.00) 15 (10.00) 21.90
2. Crops grown 145 (96.67) 05 (03.33) 39.68
3. Cropping
pattern
138 (92.00) 12 (08.00) 32.00
4. Variety
selection
80 (53.33) 70 (46.67) 90.00
5. Land
preparation
135 (90.00) 15 (10.00) 46.34
6. Sowing time 128 (85.33) 22 (14.67) 30.50
46
(n=150)
Contd…
Sl. No. Farming
practices
Effect of climate change Percent
variation
Negative f (%) No effect f (%)
8. Seed rate 02 (01.33) 148 (98.67) ---
9. Seed treatment 28 (18.67) 122 (81.33) ---
10. FYM application 22 (14.67) 128 (85.33) ---
11. Use of chemical
fertilizer
135 (90.00) 15 (10.00) 22.98
12. Time of
application of
chemical fertilizers
150 (100.00) 00 (00.00) 30.42
13. Intercultural
operations
150 (100.00) 00 (00.00) 31.42
14. Intensity of weeds 147 (98.00) 03 (02.00) 48.05
15. Insect, pest
infestation
138 (92.00) 12 (08.00) 21.00
16. Disease infestation 135 (90.00) 15 (10.00) 09.50
17. Pesticide use 150 (100.00) 00 (00.00) 09.50 47
Contd…
Sl. No. Farming
practices
Effect of climate change Percent
variation
Negative f (%) No effect f (%)
19. Harvesting 147 (98.00) 03 (02.00) 24.73
20. Grain yield quantity 147 (98.00) 03 (02.00) 30.35
21. Grain yield quality 140 (93.33) 10 (6.67) 29.13
22. Straw yield obtained 132 (88.00) 18 (12.00) 26.00
23. Storage duration 100 (66.67) 50 (33.33) ---
24. Market price 70 (46.67) 80 (53.33) 35.28
25. Overall health of the
crop
150 (100.00) 00 (00.00) 35.25
26. Shelf life of crop 147 (98.00) 03 (02.00) 15.33
27. Storage pests and
diseases
105 (70.00) 45 (30.00) ---
28. Taste of the produce 117 (78.00) 33 (22.00) 23.33
48
Table 2. Distribution of the respondents according to their
perceived effects of climate change on livestock in the last 2 decades
Subject Effect of climate change
Positive f (%) Negative f (%) No effect f (%) Per cent variation
Type of livestock
reared
00 (00.00) 140 (93.33) 10 (6.67) 47.10
Number of livestock
reared
00 (00.00) 140 (93.33) 10 (6.67) 45.12
Purpose of rearing
livestock (milk,
FYM, both, meat)
00 (00.00) 134 (89.33) 16 (10.67) 14.26
Number of diseases
to the livestock
00 (00.00) 75 (50.00) 75 (50.00) 25.62
Extent of milk yield 00 (00.00) 144 (96.00) 06 (04.00) 14.95
Strength of bullocks 00 (00.00) 98 (65.33) 52 (34.67) 23.11
Method of rearing
livestock
00 (00.00) 120 (80.00) 30 (20.00) 39.00
Price of the milk 144 (96.00) 00 06 (04.00) 71.14
49
(n=150)
Contd…
Subject Effect of climate change
Positive f (%) Negative f (%) No effect f (%) Per cent variation
Cost of rearing 00 (00.00) 144 (96.00) 06 (04.00) 72.95
Cost of feeds 00 (00.00) 144 (96.00) 06 (04.00) 73.00
Fodder availability
from common lands
00 (00.00) 116 (77.33) 34 (22.67) 25.71
Fodder utilization
from common lands
00 (00.00) 117 (78.00) 33 (22.00) 26.06
Quality of fodder
from common lands
00 (00.00) 76 (50.67) 74 (49.33) ---
Availability of green
fodder
00 (00.00) 108 (72.00) 42 (28.00) 25.90
Utilization of green
fodder
00 (00.00) 111 (74.00) 39 (26.00) 27.73
50
Contd…
Subject Effect of climate change
Positive f (%) Negative f (%) No effect f (%) Per cent variation
Availability of dry
fodder
00 (00.00) 138 (92.00) 12 (08.00) 32.55
Utilization of dry
fodder
00 (00.00) 129 (86.00) 21 (14.00) 34.04
Quality of dry
fodder
00 (00.00) 125 (83.33) 25 (16.67) 32.75
Availability of
concentrate feeds
00 (00.00) 141 (94.00) 09 (06.00) 21.30
Utilization of
concentrate feeds
00 (00.00) 140 (93.33) 10 (06.67) 23.05
Quality of
concentrate feeds
00 (00.00) 129 (86.00) 21 (14.00) 24.05
Hours of stall
feeding
00 (00.00) 147 (98.00) 03 (02.00) 22.32
Hours of grazing 00 (00.00) 150 (100.00) 00 (00.00) 42.00
51
52
3 .Impact of climate change on rain fed agriculture in
India : A case study of Dharwad
Asha latha et al.2012
53
Methodology :
• Locale of study : Dharwad
• Multi stage random sampling design used .
• Sample size is 250.
54
Table 1.Growth and instability in the yields of major
rainfed crops
Crop Compound Growth
rate (per cent)
Instability Index
Sorghum -17.47 0.83
Maize -6.00 0.56
Tur -8.44 0.58
Groundnut -13.06 0.61
Wheat -16.00 0.70
Onion -3.93 0.53
Cotton -10.65 0.79
55
Table2.Effect of drought on rain fed crop yield in
Dharwad District
Crop Percent of loss of normal yield (kg /ha)
Sorghum 43.03
Maize 14.09
Tur 28.23
Groundnut 34.09
Wheat 48.68
Onion 29.56
Cotton 59.96
56
Table 3. Major coping mechanism adopted by rain fed farmers to
mitigate the impact of climate change
Coping mechanism Small
farmers
Medium
farmers
Large
farmers
Total
farmers(%)
Technological mitigation
Change in cropping pattern 60.00 40.00 26.67 42.22
Mixed /inter cropping 93.33 76.67 56.67 75.56
Cultivating tree crops 0.00 10.00 76.67 28.89
Soil organic matter enhancement 46.67 46.67 16.67 36.67
Drought resistant 13.33 43.33 20.00 25.56
Integrated /mixed farming system 93.33 76.67 43.33 71.11
Socio-economic factors
Reduced consumption expenditure 60.00 50.00 0.00 36.67
Shifting to other profession 80.00 50.00 20.00 50.00
Borrowing 86.67 50.00 10.00 48.89
Crop insurance 6.67 16.67 10.00 11.11
Selling of land and livestock 26.67 6.67 3.33 12.22
No response 6.67 23.33 23.33 17.78
(n=250)
57
4.Farmers’ Response and Adaptation Strategies to Climate
Change in Mafeteng District, Lesotho
Sekaleli and Sebusi (2013)
58
Methodology :
• Locale of study : Mafeteng district, Lesotho
• Stratified sampling method .
• Sample size is 120.
59
Fig1. Impacts of Climate Change as Reported by
Farmers in Kolo and Ts’akholo
23%
40%
17%
16%
4%
Poor crop quality
60
Fig 2. Emerging practices and adaptation strategies at
Kolo and Ts’akholo
61
Keyhole garden and trench garden
CONCLUSION
62

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Impact and effect of climate change on agriculture

  • 2. IMPACT AND EFFECT OF CLIMATE CHANGE ON AGRICULTURE 2
  • 3. Sequence of seminar Introduction Climate and climate change Climate change in developed and developing countries Factors responsible for climate change Impact of climate change on agriculture Effect of climate change on agriculture Research studies Conclusion 3
  • 5. What is climate ??? • Climate is the long-term pattern of weather in a particular area • It is measured by assessing the patterns of variation in temperature, humidity, pressure, wind, precipitation and other meteorological variables in a given region over long periods of time • Climate is different from weather. weather only describes the short-term conditions of these variables in a given region 5
  • 6. “A change in the state of the climate that can be identified (e.g., using statistical tests) by changes in the mean and/or variability of its properties, and that persists for an extended period, typically decades or longer. It refers to any change in climate over time, whether due to natural variability or as a result of human activity.” -IPCC (Intergovernmental Panel On Climate Change) “A change that is attributed directly or indirectly to human activity that alters the composition of the global atmosphere and that is in addition to natural climate variability observed over comparable time periods” -UNFCCC ( The United Nations Framework Convention on Climate Change) Climate change 6
  • 7. Climate change in developed countries  Climate change will have less effects for a few developed countries for moderate amounts of warming  Climate Costs of extreme weather alone could reach 0.5–1 per cent of world GDP  2°C rise in global temperatures may lead to a 20 per cent reduction in water availability and crop yields in Southern Europe 7 In USA GDP declines by 1 per cent when global temperatures exceed by 3°C
  • 8. 8
  • 9. CLIMATE CHANGE IN DEVELOPING COUNTRIES • Poor and developing countries are mostly affected by climate change • In developing countries like India, climate change is an additional burden because ecological and socioeconomic systems are already facing pressures from rapid population industrialization and economic development • Developing countries will be particularly badly hit for the reasons: – 9 -Stronger dependence on agriculture – Resource scarcity: Fewer resources associated with greater vulnerability
  • 11. 11
  • 12. Factors responsible for Climate change . . . . . Greenhouse Gases Deforestation Land use change Energy usage vehicular usage Climate change 12
  • 13. Green house gases • Greenhouse Gases (GHGs) are gases in the atmosphere that absorb and emit radiation within the thermal infrared range. • Greenhouse gas emissions from agriculture have increased by approximately 17 per cent since 1990. • CO2 is the most important anthropogenic GHG as it constitutes about 70 per cent of the total emissions. • The per-capita emission of an Indian citizen is 1.2 tonnes of Carbon dioxide where as in US with 20.6 tonnes. • The green house gases have a drastic effect on temperature , human health , biodiversity loss etc. 13
  • 14. GREEN HOUSE GAS EMISSION (2013) 25% 15% 10% 7% 5% 3% 2% 2% 2% 2% 27% CHINA AMERICA EUROPE INDIA RUSSIA JAPAN BRAZIL INDONESIA MEXICO IRAN OTHERS 14
  • 15. DEFORESTATION • National Action Plan on Climate Change (NAPCC) estimates that 68% of the forest areas in India are likely to experience shift in forest types by the end of the 21st century, which needs our immediate attention 39% 8% 6% 3% 2% 2% 40% SHARE OF DIFFERENT COUNTRIES Brazil Indonesia Paraguay Malaysia India DR Congo others SOURCE: FAO 2012 15
  • 16. 16
  • 17. Source: IPCC 2013 Contribution of different sectors in world to climate change (Through Greenhouse Gas emissions) 17
  • 18. Industrial processes 8% Wastes 2% Land use changes 1% Agriculture 28% Energy 61% Contribution of different sectors in India to climate change (through greenhouse gas emissions in India) Fossil fuel used in agriculture considered in energy sector Source: IPCC 2013 18
  • 19. Rice cultivation 23% Manure management 5% Emission from soils 12% Enteric fermentation 59% Crop residues 1% Sectors of agriculture in India contributing to climate change Source: IPCC 2013 19
  • 20. Impact of climate change on different sectors 20
  • 21. Impact of climate change on agriculture 21
  • 22. • Rise in temperatures likely to affect crops differently from region to region • India is a predominantly agriculture-oriented economy, as around 50 per cent of the population directly depends on agriculture either as farmers or agricultural laborers • Food production in India is sensitive to climate change like variations in temperature and monsoon • It is predicted that a loss of 10 to 40 per cent in production may occur by 2100 in India due to climate change (NAPCC) 22
  • 23. 23 Mean temperature trend in India ( in oC) Source :Statistics related to climate change -India, 2013
  • 24. 24 Source :Statistics related to climate change -India, 2013
  • 25. Effect of climate change on agriculture Crop yield Soil fertility Diseases and insect pest Cropping pattern 25
  • 26. 26 Years Cropped area affected (in lakh ha) % Change over Previous year 2001 18.72 - 2002 21 10.85 2003 31.98 34.33 2004 32.53 1.69 2005 35.52 8.41 2006 70.87 49.88 2007 85.13 16.75 2008 35.56 -139.39 2009 47.13 24.54 2010 46.25 -1.90 2011 52.01 11.07 2012 50.36 -3.27 Cropped area affected due to climate change in India 0 10 20 30 40 50 60 70 80 90 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Croppedarea affectedby extremeevents Source :Statistics related to climate change -India, 2013
  • 27. 27 Potential Impact of Climate Change on Wheat and rice in India • Wheat production Rice yield Aggarwal et al,2002
  • 28. 28 Effects of Temperature on selected Crops in India Rao et al, 2008
  • 29. 29 Impact of climate change on other potential sectors of agriculture On soil • Surface runoff • Acidification • Water logging • Biological degradation On water • Evaporation loss • Decline in water quality • Melting of glacial ice • Shrinking of water bodies
  • 30. 30 Impact of climate change on other potential sectors of agriculture On livestock 1.Feed Grain & Forage Quantity & Quality Decrease Production Cost Increase 2. Animal Heat & Humidity Stress Reduces growth, reproduction, production (meat, dairy, eggs) 3. Disease & Pests Frequency, intensity, distribution is abundance . On fisheries • Increase in temperature affect breeding, migration and harvests of fishes. • Affect the capture, production and marketing costs of the marine fish.
  • 31. 31
  • 33. Mitigation of climate change  Improving organic matter management  Methane emission from ruminants can be reduced by altering the feed composition  Efficient management practice to reduce N2O emission is site-specific nutrient management.  Mitigating methane emission from rice cultivation.  Application of plant-derived organics such as neem oil and neem cake which can also act as nitrification inhibitors 33
  • 34. How to cut down emissions? 34 The British Petroleum suggests different options to cut down the emission of CO2 by 110 million tonnes.
  • 36. 1. Farmers awareness of climate change and their adaptations 36 Ravindra 2012
  • 37. • Methodology • Locale of study : Bijapur • Simple random sampling technique • Sample size : 150 37
  • 38. Table 1. Awareness of farmers about changes in the precipitation Sl. No. Statements Farmers response Aware Not aware Frequen cy Percentage Frequency Percentage 1. Increase in frost occurrence increases the scope of pests and diseases 75 50.00 75 50.00 2. Late onset of rains results in delayed farm operations and difficult to manage the crops 56 37.33 94 62.66 3. Heavy rainfall destroys irrigation water supply system 24 16.00 126 84.00 4. Heavy rainfall, drought and frost situation results in abnormal growth of crops 24 16.00 126 84.00 5. Low market price for poor quality of produce results due to unfavorable rainfall situation 14 9.33 136 90.66 6. Now a days there is change in the rainfall during crop growth period 15 10.00 135 90.0038 n=150
  • 39. Table 1a. Overall awareness of farmers about changes in precipitation Categories Frequency Percentage Low (<9.57) 54 36 Medium (9.57-11.02) 36 24 High (>11.02) 60 40 Mean=10.29 SD=1.71 39 n=150
  • 40. Table 2. Awareness of farmers about changes in temperature Sl. No. Statements Aware Not aware Frequency Percentage Frequency Percentage 1. Now a days there is rise in both day and night temperature 64 42.66 86 57.35 2. Rise in temperature results in large scale migration and exodus of people and animals 35 23.33 115 76.67 3. Summer/winter is getting warmer 43 28.66 107 71.34 4. High temperature and relative humidity results in poor quality of the produce 35 23.33 115 76.67 40 n=150
  • 41. Table 3. Distribution of farmers according to changes in temperature Sl. No. Categories Frequency Percentage 1. Low awareness (<5.99) 49 32.66 2. Medium awareness (5.99-7.14) 14 9.33 3. High awareness (>7.14) 87 58.00 4. Mean=6.57 SD= 1.35 41 n=150
  • 42. Table 4. Awareness of farmers about impact of climate change in agriculture Sl. No. Awareness statements on impact of climate change Aware Not aware Frequenc y Percentage Frequency Percentage 1. Stronger wind and heavy rainfall increases soil erosion 65 43.33 85 56.67 2. As a result of climate change, there increase in operational cost due to increased expenditure on inputs 46 30.66 104 69.34 3. Strong wind and storms result in heavy lodging and uprooting of crops 46 30.66 104 69.34 4. High rainfall and relative humidity results in increased insect problems 25 16.66 125 83.34 5. Income from agriculture is adversely affected due to climate change 21 14.00 129 86.00 42 n=150
  • 43. Table 5. Overall impact of climate change on agriculture Awareness category Frequency Percentage Low (<7.17) 53 35.33 Medium (7.17-9.26) 24 16.00 High (>9.26) 73 48.66 Mean=8.21 SD=2.46 43 n=150
  • 44. 2. Perspectives of farmers on effect of climate change on agriculture and livestock 44 Gajendra 2011
  • 45. Methodology • Locale of study : Bijapur • Simple random sampling technique • Sample size is 150 45
  • 46. Table 1. Distribution of the respondents according to their perceived effects of climate change on agriculture in the last 2 decades Sl. No. Farming practices Effect of climate change Percent variation Negative f (%) No effect f (%) 1. Soil fertility 135 (90.00) 15 (10.00) 21.90 2. Crops grown 145 (96.67) 05 (03.33) 39.68 3. Cropping pattern 138 (92.00) 12 (08.00) 32.00 4. Variety selection 80 (53.33) 70 (46.67) 90.00 5. Land preparation 135 (90.00) 15 (10.00) 46.34 6. Sowing time 128 (85.33) 22 (14.67) 30.50 46 (n=150)
  • 47. Contd… Sl. No. Farming practices Effect of climate change Percent variation Negative f (%) No effect f (%) 8. Seed rate 02 (01.33) 148 (98.67) --- 9. Seed treatment 28 (18.67) 122 (81.33) --- 10. FYM application 22 (14.67) 128 (85.33) --- 11. Use of chemical fertilizer 135 (90.00) 15 (10.00) 22.98 12. Time of application of chemical fertilizers 150 (100.00) 00 (00.00) 30.42 13. Intercultural operations 150 (100.00) 00 (00.00) 31.42 14. Intensity of weeds 147 (98.00) 03 (02.00) 48.05 15. Insect, pest infestation 138 (92.00) 12 (08.00) 21.00 16. Disease infestation 135 (90.00) 15 (10.00) 09.50 17. Pesticide use 150 (100.00) 00 (00.00) 09.50 47
  • 48. Contd… Sl. No. Farming practices Effect of climate change Percent variation Negative f (%) No effect f (%) 19. Harvesting 147 (98.00) 03 (02.00) 24.73 20. Grain yield quantity 147 (98.00) 03 (02.00) 30.35 21. Grain yield quality 140 (93.33) 10 (6.67) 29.13 22. Straw yield obtained 132 (88.00) 18 (12.00) 26.00 23. Storage duration 100 (66.67) 50 (33.33) --- 24. Market price 70 (46.67) 80 (53.33) 35.28 25. Overall health of the crop 150 (100.00) 00 (00.00) 35.25 26. Shelf life of crop 147 (98.00) 03 (02.00) 15.33 27. Storage pests and diseases 105 (70.00) 45 (30.00) --- 28. Taste of the produce 117 (78.00) 33 (22.00) 23.33 48
  • 49. Table 2. Distribution of the respondents according to their perceived effects of climate change on livestock in the last 2 decades Subject Effect of climate change Positive f (%) Negative f (%) No effect f (%) Per cent variation Type of livestock reared 00 (00.00) 140 (93.33) 10 (6.67) 47.10 Number of livestock reared 00 (00.00) 140 (93.33) 10 (6.67) 45.12 Purpose of rearing livestock (milk, FYM, both, meat) 00 (00.00) 134 (89.33) 16 (10.67) 14.26 Number of diseases to the livestock 00 (00.00) 75 (50.00) 75 (50.00) 25.62 Extent of milk yield 00 (00.00) 144 (96.00) 06 (04.00) 14.95 Strength of bullocks 00 (00.00) 98 (65.33) 52 (34.67) 23.11 Method of rearing livestock 00 (00.00) 120 (80.00) 30 (20.00) 39.00 Price of the milk 144 (96.00) 00 06 (04.00) 71.14 49 (n=150)
  • 50. Contd… Subject Effect of climate change Positive f (%) Negative f (%) No effect f (%) Per cent variation Cost of rearing 00 (00.00) 144 (96.00) 06 (04.00) 72.95 Cost of feeds 00 (00.00) 144 (96.00) 06 (04.00) 73.00 Fodder availability from common lands 00 (00.00) 116 (77.33) 34 (22.67) 25.71 Fodder utilization from common lands 00 (00.00) 117 (78.00) 33 (22.00) 26.06 Quality of fodder from common lands 00 (00.00) 76 (50.67) 74 (49.33) --- Availability of green fodder 00 (00.00) 108 (72.00) 42 (28.00) 25.90 Utilization of green fodder 00 (00.00) 111 (74.00) 39 (26.00) 27.73 50
  • 51. Contd… Subject Effect of climate change Positive f (%) Negative f (%) No effect f (%) Per cent variation Availability of dry fodder 00 (00.00) 138 (92.00) 12 (08.00) 32.55 Utilization of dry fodder 00 (00.00) 129 (86.00) 21 (14.00) 34.04 Quality of dry fodder 00 (00.00) 125 (83.33) 25 (16.67) 32.75 Availability of concentrate feeds 00 (00.00) 141 (94.00) 09 (06.00) 21.30 Utilization of concentrate feeds 00 (00.00) 140 (93.33) 10 (06.67) 23.05 Quality of concentrate feeds 00 (00.00) 129 (86.00) 21 (14.00) 24.05 Hours of stall feeding 00 (00.00) 147 (98.00) 03 (02.00) 22.32 Hours of grazing 00 (00.00) 150 (100.00) 00 (00.00) 42.00 51
  • 52. 52 3 .Impact of climate change on rain fed agriculture in India : A case study of Dharwad Asha latha et al.2012
  • 53. 53 Methodology : • Locale of study : Dharwad • Multi stage random sampling design used . • Sample size is 250.
  • 54. 54 Table 1.Growth and instability in the yields of major rainfed crops Crop Compound Growth rate (per cent) Instability Index Sorghum -17.47 0.83 Maize -6.00 0.56 Tur -8.44 0.58 Groundnut -13.06 0.61 Wheat -16.00 0.70 Onion -3.93 0.53 Cotton -10.65 0.79
  • 55. 55 Table2.Effect of drought on rain fed crop yield in Dharwad District Crop Percent of loss of normal yield (kg /ha) Sorghum 43.03 Maize 14.09 Tur 28.23 Groundnut 34.09 Wheat 48.68 Onion 29.56 Cotton 59.96
  • 56. 56 Table 3. Major coping mechanism adopted by rain fed farmers to mitigate the impact of climate change Coping mechanism Small farmers Medium farmers Large farmers Total farmers(%) Technological mitigation Change in cropping pattern 60.00 40.00 26.67 42.22 Mixed /inter cropping 93.33 76.67 56.67 75.56 Cultivating tree crops 0.00 10.00 76.67 28.89 Soil organic matter enhancement 46.67 46.67 16.67 36.67 Drought resistant 13.33 43.33 20.00 25.56 Integrated /mixed farming system 93.33 76.67 43.33 71.11 Socio-economic factors Reduced consumption expenditure 60.00 50.00 0.00 36.67 Shifting to other profession 80.00 50.00 20.00 50.00 Borrowing 86.67 50.00 10.00 48.89 Crop insurance 6.67 16.67 10.00 11.11 Selling of land and livestock 26.67 6.67 3.33 12.22 No response 6.67 23.33 23.33 17.78 (n=250)
  • 57. 57 4.Farmers’ Response and Adaptation Strategies to Climate Change in Mafeteng District, Lesotho Sekaleli and Sebusi (2013)
  • 58. 58 Methodology : • Locale of study : Mafeteng district, Lesotho • Stratified sampling method . • Sample size is 120.
  • 59. 59 Fig1. Impacts of Climate Change as Reported by Farmers in Kolo and Ts’akholo 23% 40% 17% 16% 4% Poor crop quality
  • 60. 60 Fig 2. Emerging practices and adaptation strategies at Kolo and Ts’akholo
  • 61. 61 Keyhole garden and trench garden