Socio-economic and Demographic Characteristics
Socio-economic and demographic characteristics of households are important determinants of charcoal production and supply behavior [34, 35, 36]. Of the total household respondents, 59.3% and 40.7% of the households were male and female respectively (Table 2). Most (58.3%) of the respondents were in the age between 25–54 years old followed by 15–24 years old (38%). In this regard, about 96.3% of the respondents are under active age groups. Further, majorities (81.5%) of the respondents were married and the remaining are single (8.3%). The education levels of respondents showed that about 77.8% of the respondents were illiterate, while the remaining are primary school completed. Most of the respondents have a family size of 3–4 (41.7%), followed by 5–6 family size (27.8). About 39.8% and 38.9% of the total respondents have less than 1 ha land and landless respectively (Table 2).
Table 2
Socio-economic characteristics of household respondents
Characteristics
|
Frequency
|
Percentage (%)
|
Sex
|
Male
|
64
|
59.3
|
|
Female
|
44
|
40.7
|
Age
|
15–24
|
41
|
38.0
|
|
25–54
|
63
|
58.3
|
|
Above 55
|
4
|
3.7
|
Marital status
|
Married
|
88
|
81.5
|
|
Single
|
9
|
8.3
|
|
Divorced
|
6
|
5.6
|
|
Windowed
|
5
|
4.6
|
Education
|
Illiterate
|
84
|
77.8
|
|
Primary school
|
24
|
22.2
|
Family size
|
1–2
|
14
|
13.0
|
|
3–4
|
45
|
41.7
|
|
5–6
|
30
|
27.8
|
|
Above 7
|
19
|
17.6
|
Land size
|
Landless
|
42
|
38.9
|
|
< 1 hectare
|
43
|
39.8
|
|
1–3 hectare
|
23
|
21.3
|
Charcoal Production
In the study area, the process of charcoal production involves identification of trees species, cutting, sorting of cut trees by their size and diameter, and stack near to the charcoal production site. The wood is then stacked into a pit or heap on a relatively flat plain up to manageable height and covered with a layer of grass/ leaves and soil. In this regard, both female and male members of the households were engaged on both charcoal production and supply activities. In this regard, among the male (64 i.e 100%) and female (44 i.e 100%) respondents were involved in charcoal production. Similarly, all the female respondents were involved in charcoal supply, yet 28% of the male respondents were not involved in charcoal supply (Fig. 2). The absence of males in charcoal supply was due to the charcoal supply by other female member of the family. Moreover, [37, 38] reported that both man and women are involved in charcoal production.
Despite, charcoal production requires physical strength such as moving and positioning large tree logs, cutting large tree, handling and burning, yet more females from Manjo community are involved in charcoal production. It might be due to low economy, no to small agriculture land and low social status of the Manjo community in the social group. Similarly, [19] reported that Manjo community is socially, economically and culturally marginalized groups. Further, they have weak position in land tenure, and their livelihoods mainly depend on selling of wood and charcoal from the forest in their vicinity. This is common in Sub-Saharan Africa (SSA) where poor peoples are often involved in charcoal production [7].
Charcoal production requires effort to travel long distant, and about 84.7% of the charcoal producers travel > 5 km to reach charcoal production site (Fig. 3A). Since the government prohibits charcoal production and monitor forest in vicinity, going long distance provides free access for preferred tree species removal and freedom for charcoal production. Similarly, [39] reported that charcoal producer travel more than 5 km to find a tree for charcoal production in Somaliland. Further, charcoal production sites in Uganda are 0–5 km far from producer villages [40].
Charcoal production frequency is one of the important indicators for rate of forest degradation in the region. The result showed that about 87% and 9.3% of the respondents produced charcoal seven to nine and four to six times per month respective on each kiln (Fig. 3B). The monthly production cycle is higher than the report by [40] in Uganda, which is two times per month. The high production frequency suggests that more trees were removed from the forest on monthly basis for charcoal production, particularly tree species highly preferred for quality charcoal production was under high pressure in the study area. In this regard, the key informant report showed that the population of tree species preferred for charcoal production was rapidly declining on forest sites around the village. Similarly, [41] reported that rapid tree removal for charcoal production has led to forest degradation and deforestation.
The FGD and key informants report confirmed that charcoal production is increasing from time to time because of the increases of charcoal demand in the town associated with the rapidly growing coffee and tea shops in the roadside of urban and peri-urban areas in Kefa Zone. Moreover, lack of alternative energy sources, frequent power interruption, increasing of human population in the town, accessibility, and easiness for use and transportation are also factor for the continuing production and supply of charcoal in the study area. According to [42], the consumption of charcoal as source of energy determined by various socio-cultural factors like perception, preference, and habit.
The result from the respondents showed that the major drivers for charcoal production in the study areas were lack of agriculture land (40.7%), lack of alternative income source (19.4%), attractive market price (15.7%) and high demand for charcoal (9.3%) (Table 3). Furthermore, the key informant interview results also confirmed that lack of agricultural land, unemployment and poverty, and high price of charcoal driven households to be engaged on charcoal production. Similarly, [33, 13, 7, 43] reported that lack of land, employment, income source, and poverty are the major driving forces for household participation in charcoal production.
Table 3
Major reasons for household involvement in charcoal production work in the study areas
Reason for charcoal production
|
Number of respondents (%)
|
Lack of alternative income sources
|
19.4
|
Poverty
|
10.2
|
Lack of agriculture land
|
40.7
|
High demands for charcoal (energy)
|
9.3
|
Attractive market price for charcoal
|
15.7
|
Adopting family practice as culture
|
4.6
|
Seasonal variability is one of the determinants for magnitude of charcoal production. The result showed that 68.2% of the respondents reported that charcoal production on the summer (dry season) is higher than winter (wet season) (Fig. 4). This is due to the presence of suitable weather for tree cutting, tree log preparation, carbonization process and transportation during the dry season of the year. Similarly, [35] reported that charcoal production was higher in the dry season compared to wet season in different African countries. While, 28.2% of the respondents reported that no difference in charcoal production volume between dry and wet seasons, and 3.5% of the respondents believed that charcoal production is higher in winter (wet season) (Fig. 4). The FGD result confirmed that higher production during dry season due to confortable weather during dry season and change of farmers focus to agriculture activity during the wet season.
Charcoal Supply
The results showed that the five inlet sites were significant different (p < 0.05) on daily and annual charcoal supplied to Bonga (Table 4). The highest mean daily and annual charcoal supply was recorded at Keyi Kella and Kej Araba inlet sites. On average, 15 tons/day and 5448.8 tons/year of charcoals supplied to Bonga town from five inlet sites of Gimbo and Decha districts (Table 4). The annual charcoal supplied to Bonga was lower than the amount supplied to Addis Ababa city (68, 886 tons/year) [1], to Maputo (Mozambique) (140,000 tons/year), to Dar Es Salaam (Tanzania) (314,000 tons/year) and Lusaka (Zambia) (245,000 tons/year) [44], mainly due to the difference in size of city and population number. Most importantly, the charcoal supplied to Bonga town is at the expense of Kafa Biosphere reserve forests.
On average, a total of 499 bags of charcoal having different bag size (small: 10–25 kg, medium: 26–40 kg, and large: 41–50 kg) supplied to Bonga town every day from the five major inlets sites. Of which, about 140, 168 and 192 charcoal bags were small, medium, and large sized charcoal bags, respectively. The findings was much lower than the reported by [1], a total of 7549 bags of charcoal having different bag size was supplied to Addis Ababa on daily basis. The difference is mainly due to the difference in population, whereby Addis Ababa (capital of Ethiopia), is home for 4.5 millions (2019) people who depends on charcoal as source of energy for household activities. The annual number of different size bags of charcoal (small, medium and large) from Keyi Kella and Kej Araba were significantly different (p < 0.05) from Dakiti, Shapa and Melligawa sites. The
highest number of medium and large sized bags of charcoal was recorded at Keyi Kella inlet site, while the highest number of small sized bag of charcoal recorded at Kej Araba inlet site. In general, a total number of 60,728 bags of different bag size of charcoal supplied to Bonga town annually from five inlet sites, of which 16985, 20432, and 23311 bags of supplied charcoals were small, medium and large size, respectively (Table 4).
Table 4
Mean charcoal supply on daily basis to the town through five inlet sits
Charcoal supply by the inlets sites
|
Mean daily charcoal supply to Bonga town (tons)
|
Mean annual charcoal supply to Bonga town
|
|
Charcoal (tons)
|
Small bag (n)
|
Medium bag (n)
|
Large bag (n)
|
|
Keyi Kella
|
3.54 ± 0.59a
|
1291.5 ± 216.5a
|
4550.3 ± 2168.6a
|
5353.3 ± 1877.3a
|
7478.4 ± 1646.4a
|
|
Kej Araba
|
3.43 ± 0.85a
|
1253.3 ± 313.0a
|
4655.8 ± 2375.9a
|
4599 ± 2013.4b
|
5150.6 ± 2293b
|
|
Dakiti
|
2.9 ± 0.47b
|
1050.7 ± 172.6b
|
2830.8 ± 1058.9b
|
3755.4 ± 1404.2c
|
3885.2 ± 1577.9c
|
|
Shapa
|
2.86 ± 0.41b
|
1043.0 ± 150.3b
|
2384.7 ± 1102.2b
|
3633.8 ± 971.8cd
|
4088 ± 1355.9c
|
|
Melligawa
|
2.22 ± 0.44c
|
810.3 ± 160.9c
|
2563.18 ± 1137b
|
3090.3 ± 1446.7d
|
2709.1 ± 1231.6d
|
|
Over all mean
|
2.98 ± 0.73
|
1089.8 ± 269.2
|
3396.9 ± 1934.1
|
4086.4 ± 1763.6
|
4662.3 ± 2304.0
|
|
Total
|
15.0
|
5448.8
|
16984.8
|
20431.78
|
23311.3
|
Mean values with similar letter on the column do not have significant difference between them (p < 0.05), while mean values with different letter on the column have significant difference between them (p < 0.05). n = number.
The annual total number of large sized charcoal bag supplied on the five inlet sites was greater than the number of small and medium sized charcoal bags. Following the large sized bags, the number of medium size charcoal bags was the second supplied to Bonga town (Fig. 5). According to [1] report, high number of medium sized bags followed by small bag sized charcoal supplied annually to Addis Ababa city. The number of medium sized bags (1,637,792) reported by [1] was higher than the number of large sized (69,934) and medium sized (61,296) charcoal bags supplied from five inlets to Bonga town.
More than 90% of the respondents reported that the major means of transportation of charcoal to the closest Bonga town marketplace was through human labor. While the remaining respondents were reported donkey as second means of charcoal transportation. In this regard, females play the major role of supply and selling of charcoal to the marketplace and in return, they buy important basic household items from the market.
In Ethiopia, charcoal produced from state-owned forests and woodlands, charcoal making is illegal. Thus, charcoal transportation and supply is determined by time of the day in the study area. The survey results revealed that there is a significant variation on the inflow of charcoal supplied to the town at different times of a day (morning, afternoon, and evening). The mean charcoal supply in the morning and afternoon time are significantly higher than (p < 0.05) from the evening (Table 5). However, no significant difference in charcoal supply observed between morning and afternoon. Similarly, the total daily charcoal supply from all the five inlet sites on the morning time (5.7 tons) and afternoon time (5.3 tons) are higher than evening (3.9 tons) (Table 5). The highest supply in the morning and afternoon may be associated with the supplier interest to have more time to purchases different household items from the town and to have enough time to go back to their home. Since it is illegal to openly supply and transport charcoal in the morning and afternoon time on the town, they hide the charcoal from police and local patrols by different covering materials like false banana leaf and polypropylene sack. The key informant and FGD also confirmed that most of charcoals come to the town during morning and afternoon than at evening. Our finding is in line with [45] reported that, higher proportion of charcoal supplied in the morning than other time of the day.
Table 5
Daily charcoal supply at different time intervals from five inlet sites of Bonga town
Charcoal supply inlets
|
Charcoal supplied (ton/day)
|
Morning
|
Afternoon
|
Evening
|
Keyi Kella
|
1.43
|
1.16
|
0.92
|
Kej Araba
|
1.45
|
1.20
|
0.79
|
Dakiti
|
1.03
|
1.08
|
0.80
|
Shapa
|
1.04
|
1.05
|
0.75
|
Melligawa
|
0.80
|
0.79
|
0.63
|
Over all mean (tons/day)
|
1.15 ± 0.28a
|
1.05 ± 0.16a
|
0.78 ± 0.1b
|
Total (ton/day)
|
5.7
|
5.3
|
3.9
|
Mean values with similar letter on the column do not have significant difference between them (p < 0.05), while mean values with different letter on the column have significant difference between them (p < 0.05).
Environmental implications of charcoal production and supply
Implications On Forest Resources
The wood tree species from where the charcoal produced determines the market price of the charcoal and charcoal burning efficiency. According to the respondents, the major eight most preferred tree species for charcoal production in ranks are Millettia ferruginea (Hochst.) Baker, Ehretum cymosa Thonn, Vepris dainellii (Pichi. -Serm.) Kok., Trichilia dregeana Sond, Allophylus abyissinica (Hochst.) Radlk, Rothmania urcelliformis (Hiern) Robyns, Dombeya torrida (J.F.Gmel.) Bamps and Maesa lanceolata Forssk respectively (Table 6). This implies that, the tree species on the top ranks are the one with highest preference by the household because of their burning efficiency and low ash contents.
However, selective cutting of those preferred species for charcoal production might have led to significant decline and extinction of those indigenous species from the region. For example, Millettia ferruginea and Vepris dainellii is one of the endemic and multipurpose plant species in Ethiopia, that requires effective conservation as one prior species of the global biodiversity. Similarly, [46] reported a significant decline of 18 different preferred species from forest due to charcoal production in Nigeria, Burkina Faso, Mali, Niger and Senegal. Selective use practices are the major causes for 11–20% deforestation in developing countries [47]. Similarly, [48] reported that selective use of Swietenia macrophylla King in Ghana by 80% of the households in two villages have led to extinction of the species. Furthermore, removing most preferred species and leaving woodlands of lower quality are the principal cause of deforestation in some African country like Tanzania [49].
Table 6
Ranking index of wood tree species preference for charcoal production by charcoal producers
Preferred species
|
Rank
|
weight
|
%
|
Rank
|
1
|
2
|
3
|
4
|
5
|
6
|
7
|
8
|
Millettia ferruginea (Hochst.) Baker
|
27
|
15
|
8
|
10
|
17
|
2
|
5
|
1
|
504
|
14.9
|
1
|
Ehretum cymosa Thonn.
|
13
|
20
|
27
|
3
|
9
|
8
|
|
|
481
|
14.2
|
2
|
Veprisdainellii(Pichi. -Serm.) Kok.
|
17
|
13
|
8
|
22
|
12
|
0
|
6
|
|
445
|
13.1
|
3
|
Trichilia dregeana Sond
|
20
|
7
|
15
|
8
|
13
|
5
|
12
|
4
|
434
|
12.8
|
4
|
Allophylus abyissinica (Hochst.) Radlk
|
10
|
12
|
17
|
17
|
9
|
10
|
4
|
6
|
431
|
12.7
|
5
|
Rothmania urcelliformis (Hiern) Robyns
|
5
|
10
|
11
|
6
|
23
|
18
|
7
|
|
366
|
10.8
|
6
|
Dombeya torrida(J.F.Gmel.) Bamps
|
3
|
9
|
17
|
15
|
16
|
11
|
0
|
2
|
363
|
10.7
|
7
|
Maesa lanceolata Forssk.
|
0
|
7
|
19
|
20
|
11
|
10
|
8
|
6
|
359
|
10.6
|
8
|
The key informants and FGD confirmed that Millettia ferruginea, Ehretum cymosa, Vepris dainellii, Trichilia dregeana, Allophylus abyissinica, Rothmania urcelliformis, Linoviera latipetela and Maesa lanceolata were the major preferred tree species because of high calorific value and burning efficieny. Thus, charcoal produced from those species were highly demaned by households in the town and sold by better price. Further, the field observation on Keja Araba kebele also confirmed that large number of preferede species cutting remnants and low population of prefere tree species like Millettia ferruginea around charcoal production sites. Besides, charcoal production methods using traditional kiln were also inefficient and thereby demands high tree per production cylce.
According to [50], 63 m3 of green wood provides about 0.20 tons of charcoal and equal volume (63 m3) of dried wood gives about 0.23 tons of charcoal processed in the traditional earth kilns. In this regard, to produce an annual charcoal of 5448.8 tons in the study area, it requires about 1,716,372 m3 of green wood and 1,492,497.4 m3 of dry wood from the forest in the production sites. Further, [33] reported that an average of 18 trees having diameter at breast height of 32 cm required to produce 1.38 tons of charcoal, and in this regard to produce an annual charcoal of 5448.8 tons, it requires a removal of 71,071 trees from the Kefa Biosphere Reserve forest per year. [1] reported that to satisfy the charcoal demand of Addis Ababa city, about 899,818 trees were removed from the surrounding forest on yearly basis. This is the worst scenario of the forest removal and biodiversity loss emanates from the removal of specific preferred trees species for charcoal production.
Implications On Atmospheric Carbon Emission
Charcoal production and supply have contributed its part in emission of carbon dioxide in to the atmosphere. Model developed by different studies [31, 16, 32] indicated that, 0.001 tons of charcoal production can emmit 0.0026 tons of CO2 equivalenete (CO2e). Thus, to produce an annual charcoal of 5448.8 tons supplied to Bonga town, a total of 14,166.9 tones of CO2 equivalents emitted to the atmosphere per year from charcoal production sites of the study area. Similarly, [32] reported that 1,554,699 tones CO2e were emitted to atmosphere per year due to traditional charcoal production technique in Kampala, which is higher than the CO2e emission from the charcoal production sites of the study area. Charcoal production and burning is among the important environmental degrading practices, as they emittes carbon monoxide, hydrocarbons and particulate matters toxic to the atmosphere, which are all concerns to human health beyond their negative effects on the environment [1].