The Drought in Belize in 2004-2005
Estimation of its Economic Impact Using the Simplified ECLAC Methodology
By J. Roberto Jovel
Contents
• Characteristics of the drought • Impact on selected sectors • Methodology and assumptions for estimation on economic impact
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Characteristics of the Drought
Long-Term Rainfall at Belize City
6000
5000
Annual Rainfall, mm
4000
3000
2000
1000
0
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Cummulative Departure from Average, mm
10000 12000 14000 2000 4000 6000 8000
18
0
18 18 18 19 03 07 11 15 19 23 27 31 35 39 43 47 51 55 59 63 67 71 19 19 19 19 19 19 75 79 83 87 91 95 99 95 91
87
Wet
Long-Term Trend in Rainfall at Belize City, 1887-2002
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19 19 19 19 19 19 19 19 19 19 19 19
Transition
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19 19 19 19 19
Dry
5
19
99
Actual versus mean monthly rainfall at Airport
350 300
Monthly rainfall, mm
250
200
150
100
50
0
JAN 2003
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JUL
JAN 2004
JUL
JAN 2005
6
Mean
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Actual vs mean monthly rainfall at Central Farm
350 300
250
Monthly rainfall, mm
200
150
100
50
0
JAN 2004
APR
JUL
OCT
JAN 2005
APR
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Mean
2004RJovel to 2005
7
Actual vs mean monthly rainfall at Towerhill
200 180 160
Monthly rainfall, mm
140 120 100 80 60 40 20 0
JAN 2004
APR
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JUL
OCT
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JAN 2005
APR
8
Mean
Rainfall Deficit in 2004
30
Area of Most Significant Rainfall Deficit
25
7
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9
Water level at Crooked Tree Lagoon
3.5
3
2.5
Water Stage, meters
2
1.5
1
0.5
0 JAN 2004 APR JUL OCT JAN 2005 APR
-0.5
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Max 1981-2004
10
Actual vs mean air temperature
30 29
Monthly temperature, o C
28 27 26 25 24 23 JUN SEP DEC MAR
Average
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2004-2005
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Impact on Selected Sectors
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Agriculture
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Water requirements for grain crops versus effective rainfall
250 200
Monthly Values, mm
150
100
50
0 MAY JUL SEP NOV Agriculture Year JAN MAR
Efective rainfall
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Beans
Corn
Soybean
Rice
Sorghum
14
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Sorghum production
30000 4000 3500 25000 3000 20000 2500
Production and Acreage
15000
2000
1500 10000 1000 5000 500
0 1998 1999 2000 2001 2002 2003 2004
0
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Production
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Yield
15
Yield, Pounds per Acre
Corn production
100000 90000 2500 80000 3000
70000
Production and Acreage
60000 50000 40000 1000 30000 1500
20000 500 10000 0 1998 1999 2000 2001 2002 2003 2004 0
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Production
Acreage RJovel
Yield
16
Yield, Pounds per Acre
2000
Sugarcane and Sugar Production
1400 125
1200
120
Sugarcane production, Thousand Tons
1000
115
800
110
600
105
400
100
200
95
0 1998 1999 2000 2001 2002 2003 2004
90
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Sugarcane
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Sugar production, Thousand Tons
Livestock
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Livestock Damage and Losses
Monetary Impact, BZ$
Damage
Cattle 800-lb heads (98) 1200-lb heads (40,000) Poultry 5-6 week broilers (65,000) Layers (8,000) Egg production (Apr-Aug) Totals 4,878,000 78,400 4,800,000 461.400 333.450 128,000 -5,339,400
Losses
Total
... 4,878,000 78,400 4,800,000 26,641 488,091 33,450 128,000 26,641 26,641 26,641 5,366,091
Source: Livestock and Poultry Associations
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Agro-Industry and Commerce
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Sugar Milling process
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Sugar Milling
• The sugar milling process was affected negatively by the decreased production of sugarcane (See Table 3-6 of Consultant´s Report) • The decline in sugar output was partially offset by a higher sugar-to-sugarcane ratio
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Other Agro-Industries
• Other, food-processing industries sustained losses due to the negative impact of the drought on primary agriculture production • No information was available concerning the possible import of food stuffs for processing
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Drinking Water Supply
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Increased Water Demand and Sales
190 180 170
Water Sales, Million Gallons
160 150 140 130 120 110 100
MAY
AUG
NOV
FEB
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2004-2005
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Increase in Electricity Utilization for Water Production
Sub-System Belize City Hattiesville Corozal Orange Walk Belmopan Per Cent Increase in Electricity Use 15.6 19.2 23.0 24.4 22.5
Source: BWS
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Electricity
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Actual vs Forecasted Hydropower Generation 2004-2005
14000 12000
Monthly Generation, MWh
10000
8000
6000
4000
2000
0
20 04
T
20 05
JU L
DE C
V
AU G
B
AR
AP R
SE P
O C
NO
FE
M
JU N
Forecast
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Actual
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JA N
M
AY
Methodology and Assumptions for Estimating Drought Impact
Assessment Methodology
Use is to be made of the damage and loss assessment methodology developed by ECLAC, as described in its Handbook for Estimating the Socio-Economic and Environmental Effects of Disasters, with some simplifications and modifications
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Concepts and Definitions
Damage: the total or partial destruction of physical assets, measured in physical terms and expressed in monetary value at replacement cost; Losses: changes in economic flows arising as a result of the disaster, including production that will not be obtained, increased production costs, lower revenues and increased operational costs in the provision of services, and unexpected expenditures
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Assumptions
The first, general asumption to be made is that the drought has ended as of June 2005, even though there is no scientific evidence to support this assertion. Specific assumptions will be made in the case of each sector to be analyzed, as will be seen later on.
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Basis for the Assessment
The ECLAC methodology for the assessment of losses bases its results on the comparison of the expected situation in economic performance if there had been no disaster, and the actual situation prevailing during the disaster Sectoral performance forecasts are normally made by the appropriate institutions, before the beginning of the calendar or fiscal year.
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The Agriculture Sector
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Assumptions for the Assessment
• Loss estimations for the agriculture sector requires the adoption of the agriculture season as basis for the analysis, rather than the calendar year • This is specially true for the case of sugarcane , whose collection begins in November of each year and ends around April of the following year
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Baseline for Analysis
• Due to limitations in resources, the Department of Agriculture does not make any production forecasts before the start of the agriculture season • Therefore, to determine the baseline for comparison of expected or forecasted versus actual sector performance, an ex post facto analysis must be carried out
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Baseline for Analysis..
• Another limitation is the fact that no detailed statistics on different price levels are kept by the Department of Agriculture • Therefore, some specific assumptions will have to be made for the case of each product to be analyzed
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Step-by-Step Procedure
To develop the production forecast for each agriculture product:
- Adopt the surface area to be planted in 2004-2005 as that of the previous agriculture season; - Assume the best or highest agriculture yield of the last three seasons, as the one that would prevail in the 2004-2005 season - Combine the two figures to estimate the volume of production that would have been obtained in 2004-2005, had no drought occurred
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Step-by-Step Procedure..
Estimate production losses due to the drought:
- Obtain production losses due to the drought by comparing the actual production figures and the estimated forecast figures - Adopt farmgate prices for each of the products analyzed that are not affected by scarcity or speculation, from Table 4-1 of the Consultant´s Report - Combine the two figures to obtain the value of the production losses due to the drought
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Livestock Analysis
Since the livestock grower associations have made their own estimations and there is no sufficient data to revise these figures, adopt the damage and loss figures provided in Table 3-5 of the Consultant´s Report.
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Agro-Industry and Commerce
Sugar Milling Other Food Processing Marketing
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Sugar Milling
Estimate production forecast for 20042005:
- Adopt the production volume forecast of sugarcane, as developed before - Adopt the best sugarcane-to-sugar ratio that prevailed in the years before the drought occurred (Table 3-6) - Estimate the production volume that would have been obtained if the drought had not occurred
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Sugar Milling..
Estimate agro-industrial volume production loss by comparing:
- The forecasted volume of sugar for the nondrought condition, and - The actual volume of sugar obtained at the mills in the 2004-2005 season (Table 3-6)
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Sugar Milling...
Estimate value of agro-processing and marketing of sugar
- Adopt the international unit price of sugar for the 2004-2005 season as BZ$ 39,400 per long ton (Table 3-6) - Combine the above with the volume loss of sugar previously estimated
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Food-Processing Industry and Commerce
Since there is no information available directly from the food-processing industries and commerce to enable an estimation of losses due to the drought, an indirect method for estimation of losses will have to be used The alternative method is valid only in cases where no direct damage has been sustained by the physical assets of the sectors, and when only production losses occur
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Step-by-Step Procedure
Estimate the volume of primary production that will not be available as input for foodprocessing and marketing
- Adopt the volume of production losses for each food crop, as estimated in the agriculture sector - Deduct the volumes of each product that the farmers retain for their own direct consumption - Determine the net volume not available for processing
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The agriculture to market chain
Direct consumption by farmers Agricultural production 15-30%
70-85%
Agroprocessing industry Agro-based Commerce
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Step-by-Step Procedure..
Estimate the added value involved in the food processing and commerce sectors by determining the difference in price at the producer, wholesale and retail levels Special care should be exercised as not to use prices that are already influenced by scarcity and speculation
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Step-by-Step Procedure...
In Belize no comprehensive and systematic statistics on different price levels of agricultural products are available; only prices paid to the producer and some controlled retail prices Thus, for this analysis use is to be made of farm-gate prices given in Table 4-1, and the relative value of wholesale and retail prices given in Table 4-2
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Step-by-Step Procedure....
Estimate the added value of production losses in agro-industry and commerce: - Use the previously estimated volumes of food stuffs that will not reach the processing industries - Combine them with the price differentials estimated in previous stage - Ascertain the value of losses
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Step-by-Step Procedure.....
Since it is quite feasible that commercial enterprises may have imported manufactured food products to sell, no estimates should be made of losses in the commerce sector It is likely however that the imported products may have higher prices due to the transport component, which should be accounted for as a loss
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Drinking Water Supply
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Losses in Water Supply Sector
Types of losses in the Water Supply Sector - Increased cost to consumers due to higher consumption of water during drought - Higher operational costs to Utility due to increased electricity cost of pumping
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Increased Water Consumption
Estimate increased volume of water used in the period of drought, using data available in Table 4-3 of the Consultant´s Report Adopt unit cost of BZ$ 0.0175 per gallon of water
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Increased Pumping Costs
The Water Utility spent BZ$ 1.96 million in electricity in year 2003 Using partial data on increase of electricity consumption for pumping in period February to May 2005, given in Table 3-8 of the Consultant´s Report, estimate the increased total use of electricity for the entire system
Since no information is available on the separate use of electricity in water subsystems, assume that each subsystem uses electricity in proportion to the number of consumers Assume also that there is a direct relation between monthly water sales and energy consumption under normal conditions
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Electricity Sector
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Increased Electricity Generation Costs
Determine the amount of hydropower that was not generated at Mollejon due to the drought, in comparison to the forecast made in early 2004 (Use data from Table 4-4 in Consultant´s Report) Assume that the hydropower generation not available due to the drought was fully replaced using thermal power plant generation Estimate the price differential between hydropower (BZ$ 0.134/KWh) and thermal generation whose value changes over time from the base value of BZ$ 0.170/KWh)
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Increased Electricity Generation Costs..
Taking into consideration the changing unit costs of fuel in the international market, adjust monthly thermal power generation costs using data given in Table 4-5 and combining it with base thermal cost of 0.170 BZ$/KWh Then, determine total increase in hydropower generation substitution
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Total Impact of Drought
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Impact and Magnitude of Disaster
Aggregate the individual sectorial estimates of damage and losses to obtain the total economic impact of the drought Compare the total impact against the value of gross domestic product (GDP) for Belize in 2004 (equal to BZ$ 2,121 million)
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rjovel@jovel.org
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