Effect of Farming Practices on Honey Production in Boundary of Gishwati Forest National Park

Pesticides and inorganic fertilizers applied in agriculture are key factors which affect biodiversity, especially bees, butterfly and other pollinators. Therefore, this study assessed the effects of farming practices on honey production in boundary of Gishwati Forest National Park in Rwanda. Survey was conducted to collect data from 2000 year to 2018 year from 51 members grouped in UNICOAPIGI beekeeping and 73 members of JYAMBERE agricultural cooperatives to establish the impact of agriculture practice on honey production. The results showed that the change in agricultural inputs from 2000 to 2018 (R2 = 0.901) resulted in high corn yield and consequently induced honey reduction (R2 = 0.75). The correlation coefficients for pesticides and inorganic fertilizers used in corn production had strong negative effects on honey production {γ3 = -0.06 for chemical fertilizers (X3) and γ4 = -0.42 for pesticides (X4)}. JYAMBERE Agricultural cooperative with 75.78% of farmers reported that they used pesticides and inorganic fertilizers in corn production. However, 51 beekeepers grouped in UNICOAPIGI cooperative reported a serious decline of honey production from 27 Kg to 6 Kg of honey per hive after the 2008 year, which is suspected to be mainly the effect from applications of pesticides and fertilizers in corn production. The findings illustrated that the roles of honeybees as pollinator exposed them to toxic, especially pesticides applied in agriculture in boundary of Gishwati national forest reserve, therefore, beekeepers proposed that protection of forests and park is not only sufficient to reach sustainable conservation of bee biodiversity but also requires determining the land use pattern and socio-political factors around the Gishwati forest reserve.


Introduction
The concept of farming practices should focus on honey production (Madhusudan & Raman, 2003;Kotschi, 2007). In the past 50 years, farming practices undergone major changes from tradition agriculture to the modernization (Rundlöf, Nilsson, & Smith, 2008). The loss of honey production in agricultural landscapes and in nearby habitats was caused by the removal and fragmentation of habitats (Kremen, Williams, & Thorp, 2002;Ricketts, 2004) due to agricultural intensification (Chamberlain et al., 2000;Carvell, 2002). Previous research concentrated on crop yields with qualitative analysis and tried to show the major causes for the loss of honey bee colony such as diseases, pesticides and no single pesticide alone has been shown to cause honey bee colony collapse disorder (Sanchez-Bayo & Goka, 2016) and farming practices on honey production with participatory assessment were unclear and inadequate. During this research, authors did not provide the quantitative analysis through linear model linking both crops (corn) and honey production to pesticides, inorganic fertilizers and organic farming factors which are important variables to discover the evidence behind the reduction of honey yields. However, the previous research illustrated that the average production of honey per hive in Balang'dalalu declined from 20 to 12 kg due to pesticides without a systematic monitoring (Namwata, Mdundo, & Malila, 2013), in other research conducted with Johnson et al., illustrated the impact of various pesticides on honey bees, contrary, this study showed that all 51 beekeepers grouped in UNICOAPIGI cooperative reported serious decline of honey production from 27 Kg to 6 Kg of honey yield per hive after the year 2008 as illustrated in Figure 2 and Table 1. In addition, data related to the new pesticides and inorganic fertilizers that cause bee colony mortality and honey reduction are insufficient, some report showed a decline of 45% of bee colony over the past 60 years in United States of America attributed to organochlorine, carbamate, organophosphorus, and pyrethroid pesticide exposure (Johnson et al., 2010). The report on biological diversity conservation revealed that 75% of the global ecosystem is exploited by human and only 7000 national protected areas totaling 650 million hectares are less than 5% of terrestrial areas (Ryan, 1992). According to Western et al. with projection in upcoming twenty years anthropogenic activities will lead to the exhaustion of a 1,000,000 of plant and animal species (Reid & Miller, 1989;Uwayo et al., 2020). The special concern is about to the rule of thumb which states that if niche declined by 90% its species will be exhausted by half (Western & Pearl, 1989). Borron suggested that organic agriculture can help to conserve bees and adjust to climate change for resilience in uncertain future (Borron, 2006). According to Sakschewski beekeeping is increasingly becoming an important activity in the world as it provides opportunity for pollination of flowering plants at 75% to 90% (both wild and cultivated) by increasing crop yields, income and honey products by ensuring maintenance of habitat and biodiversity (Sakschewski et al., 2016). Pesticides and inorganic fertilizers used in agriculture are among the most investigated and regulated groups of pollutants which affect bee diversity and other pollinators (Lin & Hu, 2003;Westphal, Steffan-Dewenter, & Tscharntke, 2003;Zhou et al., 2012;Ochoa-Hueso et al., 2019). Biological diversity in Rwanda extends over the area of 26,338 square kilometers in the national protected areas (Gishwati Forest National Park, Nyungwe Forest National Park, Akagera National Park and National Park of Volcanoes) at the rate of 8% of the national areas which is less than 16% at the global level. Even if the small organisms like bees play the crucial role in maintaining the ecosystem and occupy a large portion in agricultural system, the public awareness towards to bee conservation is negligible as the results of the uncontrolled human activities such as application of fertilizers and pesticides in matter of food security. Therefore, this study assessed the effects of farming practices on honey production in boundary of Gishwati Forest National Park in Rwanda, specifically by assessing the effects of pesticides, inorganic fertilizers and organic farming on honey production with intention to restructure strategies to encompass gaps in the matter of increasing honey productivity with respect to the pesticides and inorganic fertilizers application in agriculture.

Study Area
The study area is located in Western Province of Rwanda in Rutsiro district in two sectors namely Kigeyo and Ruhango which border Gishwati National Forest Park, Figure 1

Economic Activities around Gishwati Forest National Park
The economic activities in the study area were composed of agricultural activities with the share of 90% as the agriculture is the backbone of the economy, tourism services with rate 0.5%, transport services with 1% and marketing of commodities with 8.5%. Agriculture sector is composed of rearing of animals and cultivation of food crops such as maize, beans, wheat, Irish potatoes and cash crops like tea and vegetables. The agriculture as dominant sector contributed to biodiversity loss due to high rate of inorganic fertilizers and pesticides application. The natural plants to support the 21st century medicine are the other part of interest of economic activity. These economic activities generate the employment at the rate of 79.5% and this rate is below the district's employment rate of 86% and the reason behind is that in the study area the rate of young professionals in the labor force is low. The household incomes in the study area were led by agriculture with 49%, wages incomes with 38.3% and other services with 12.7% (National Institute of Statistics of Rwanda, 2012).

Data Collection and Analysis
In this study, two sectors adjacent to Gishwati Forest national park were identified based on the location of the cooperatives which deal with agriculture and beekeeping. During the data collection, two cooperative working in sectors adjacent to Gishwati Forest national park were selected and provided accurate information. In Ruhango sector, Kavumu Cell, Gakeli Village, all 51 beekeepers grouped in UNICOAPIGI cooperative were identified and Kigeyo Sector, Rukaragata Cell, Kagondero Village, all 73 house hold farmers grouped in JYAMBERE cooperative were selected and involved in data collection. The key informants which were the staff from the sectors, forest manager were also identified. Before conducting the survey, field visit and observations was conducted to better design the questionnaire and identify the main elements of the study including agricultural and beekeeping activities in adjacent to Gishwati Forest National park and in surrounding of the park.
The closed and open-ended questions were given to key informants and households grouped in agricultural and beekeeping cooperatives. The data were analyzed with the support of SPSS (Software for Social Sciences). In general, the survey was designed to know the impact of agricultural practices on honey production, and potential impact of pesticides and inorganic fertilizer to bees. The observations on field were conducted several times, in order to identify beepers, agriculturists in surrounding areas and their location, key factors to include such as socio-economic and environment aspect, taking notes and recording data.

Effects of Farming Practices on Honey Production
In Village of Gakeli, Kavumu Cell in Ruhango Sector, about 51 respondents were beekeepers formed UNICOAPIGI cooperative and 73 were farmers grouped in Njyambere agricultural cooperative who use great amount of pesticides, such as Lambdabex, Rocket and inorganic fertilizers, Diamonium Phosphate and Urea to raise corn crops, which affect honey productivity and also the findings of Gary (Gary & Lorenzen, 1989), illustrated the effect of applying the methamidophos in agriculture at rate of 14 g/ha (0.75l b/acre) in alfalfa field caused honey reduction. In addition, the 73 farmers identified depended on the farming activities with application of pesticides and inorganic fertilizers to raise the corn yields through JYAMBERE cooperative in Kagondero Village, Rukaragata Cell in Kigeyo and the plot size owned by household farmers was less than 0.5 hectares.
With comparison to the District report of National Institute of Statistics of Rwanda (National Institute of Statistics of Rwanda, 2012), about 78% of population are farmers with plot size less than 0.3 hectares and the 49% of income are generated from agriculture and these results showed the effort of human interaction with the nature in terms of exploitation of the environment and also previous researches reported on the assessment of biodiversity and ecosystem services illustrated that around 25% of the plant and animal species were threatened with extinction, as the result of anthropogenic activity (Pimm et al., 2006;Díaz et al., 2019;Ji et al., 2019;McGowan et al., 2019;Sol, 2019). The necessity for income between beekeepers and farmers in the study area created the form of land competition where the beekeepers were the most vulnerable due to the decline of honey production resulted from pesticide application. As 73 were household farmers contacted, 75.78% of them reported that they used pesticides and fertilizers to carry out their agricultural activities and this is in line with the strategies of the district for consolidating the land where about to 80% of arable land are consolidated with intention of increasing the rate of chemical fertilizers and pesticides used in the District. In addition, 5 staff from local Government and management of the Gishwati Forest national park provided the adequate information on the threats that caused the decline of honey production. They pointed

Effect of Agricultural Inputs on Corn Production
In the study area, mechanized agriculture led to high productivity of corn crop since pesticides and chemical fertilizers were used. The classical linear regression model showed the global significant related to all partial regression coefficients for all inputs used in corn production in the study area.
where "Y 2t " was corn production, "X 1t " was organic manure, "X 2t " was local seeds, "X 3t " was chemical fertilizer, "X 4t " was pesticides, "X 5t " was hybrid maize seeds for all other factors remained constant that might cause a decline in honey production and "t" is range of time in the fluctuation of honey production from 2000 to 2018 (19 years). β 0 was parameter (intercept), whereas β 1 , β 2 , β 3 , β 4 and β 5 were the slope coefficients of the inputs respectively that measure the marginal effect to corn production. The findings showed that the model was of goodness of fit and discovered the root causes of decline in honey production since the R 2 of 0.901 was high and close to 1 (Table S1). The reasons behind relate to the fact that about 90.1% of farming practices had the effects on high corn production which reflect to low honey production. By farming practices used from 2008 to 2018 year, farmers have been increasing the use of chemical fertilizers and pesticides in agriculture to boost production (Table 1) however this affects the trends of honey production (Table 1). Then "F" observed in Table S1 with observation "N" of 19 years ago of change in corn production was 23.75 calculated value and since it was greater than 0.21 of "F reference (Rohlf & Sokal, 1995) at the degree of the freedom df (5, 18) for the level of significance of 5%, the truth was that farming practices in the study area was intended to raise corn yield even if it had the potential adverse impact on honey production. As previous researchers stated that farming practices undergone major change with shifting from tradition agriculture to the modernization (Rundlöf, Nilsson, & Smith, 2008). The shift in farming practices have resulted in higher harvest yields, but also in the decline of bee diversity (Benton, Vickery, & Wilson, 2003) so for this study the correlation coefficients showed the strong positive relationship of inputs to corn production in the following way: β 2 = 5.75 for local seeds (X 2 ), β 3 = 0.08 for chemical fertilizer (X 3 ) like DAP (Diammonium Phosphate), β 4 = 40.60 for Pesticides (X 4 ) such as Lambda bex and rocket, β 5 = 10.16 for Hybrid maize seed (X 5 ), Table S2 and the exception was organic manure (β 1 = −0.03 for X 1 ) which was used in minimal quantity since agricultural intensification was introduced in the study area. With comparison to the research of Woyke (Woyke, 1984) on correlation and interactions between population, length of worker life and honey production by honeybees in a temperate region stated the factors that affected honey production such as average daily brood production, length of worker life and individual productivity of workers with correlation coefficients that varied between −0.39 to +0.92 and he continued by showing that this impact affected honey production from 4 Kg to 26 Kg of honey, but the human impacts on honey production were ignored so that this study provided the new knowledge on how the bee colony must be protected as the sole way of increasing honey production and biodiversity conservation by focusing on farming practices.

Trend of Honey Production in Period of 19 Years
The results showed that all 51 beekeepers grouped in UNICOAPIGI cooperative reported a serious declining of honey production after the year 2008 as illustrated in Figure 1. The decline in honey production shrinking from 27 Kg to 6 Kg of honey per hive and this issue affected beekeepers' livelihoods and the previous reports of Namwata et al. (Namwata, Mdundo, & Malila, 2013), illustrated that the average production of honey per hive in Balang' dalalu declined from 20 to 12 kg of honey due to pesticides used in agricultural production. Generally the decline in honey production is a global challenge due to various natural and induced factors (Benuszak, Laurent, & Chauzat, 2017) and in this study the key informants grouped in JYAMBERE cooperative reported the major factors to the decline of honey production such as the use of inorganic fertilizer with 3.15%, climatic variability with 15.78%, diseases with 5.29%, however, the75.78% of farmers reported pesticide (Rocket and Lambdabex). In other research the pesticide was reported by Staveley et al. that the effects of imidacloprid induced the decline of 6% -20% on honey bees which affected honey production (Staveley et al., 2014). The use of the pesticides, inorganic fertilizers and hybrid maize seeds might be the solution for food security but this process posed a threat to bees during the process of pollination such as death of bees, mutation in their genetic materials which resulted to the decline of honey production as illustrated on Figure 2. In addition, the research results revealed that the agricultural intensification caused the decline in honey production in the last period of 19 years in the boundary of Gishwati Forest National Park.
This was the truth that farming practices in the study area had the potential adverse impact on the honey production even if these practices have the effects on high corn production after 2008 year, the quantity of organic manure decreased to reach 100,000 Kg due to agricultural intensification and for local seeds the quantity used felt to 0 Kg as illustrated in the Figure 2. At the same time the Journal of Geoscience and Environment Protection  Table 1, it is illustrated that before 2008 year with organic manure of 197,100 Kg, 1642.5 Kg of local seeds, 0 Kg chemical fertilizer, the corn production was very law to medium (243,090 Kg) and high honey productivity (1508 Kg) in 2000 year, Table 1 and Figure 1. It was clear that the study area faced with challenges in honey production. As illustrated in the Table S1 and Table S2, the correlation coefficients also showed the strong negative correlation which indicate that farming practices negatively impacted honey production as follow: {γ 1 = −0.0001 for organic manure (X 1 ) due to agricultural intensification, γ 2 = −0.12 for local seeds(X 2 ), γ 3 = −0.06 for chemical fertilizers (X 3 ) such as DAP (Diammonium Phosphate and Urea, γ 4 = −0.42 for pesticides (X 4 ) such as Rocket and Lambda bex and γ 5 = −0.12 for Hybrid maize seed (X 5 )} to corn production except intercept (γ 0 ) which equals 1722.31 that showed strong positive relationship when other factors remain constants and the p value is greater than 0.05 level of significant to illustrate that all inputs negatively affected honey production as it is illustrated in Equation (2 These field results were not in the same way with the results of Woyke (Woyke, 1984) in his report where the coefficients of regressions indicated that the variation between the number of brood and number adult bees changed from +0.20 to +0.86 to contribute to the production of bee colony of 4 Kg to 26 Kg of honey products. This indicates that other factors surrounding the bee colony that might cause the change in honey production was omitted in Woyke's report. The findings are in line with the reports of Vanlauwe et al. (Vanlauwe et al., 2011) which stated that organic fertilizers, inorganic fertilizers and pesticides in combination raise corn yield for hybrid maize varieties for 17 and 26 Kg•(Kg•N) − , however he presented different adverse impacts which include the loss of biodiversity in the fields. The findings of this research were in conformity with Pimentel et al. which reported that around 2.5 billion kg of synthetic pesticides are used per year in agricultural production, in other industrial products and destroy the biota as a half of million colonies of honey bees are destroyed per year by pesticide (Pimentel et al., 1992;Pretty & Hine, 2012). Sailer et al. illustrated that exotic species in the domestic countries caused the decline of species for instance about 1500 insect species imported into United States around 17% (255 species) of them become pests and cost to the States the pesticides for controlling them even though were proved to be important (Sailer, 1983;Williams, 1994;Pimentel et al., 2000).

Conclusion
This study assessed the effects of farming practices on honey production in boundary of Gishwati Forest National Park, specifically by assessing the effects of pesticides, inorganic fertilizers and organic farming on honey production. This research showed evidence that the effects of farming practices had high positive correlation on corn production and high negative relationships on honey production as all 51 beekeepers grouped in UNICOAPIGI cooperative reported a serious decline of honey production from 27 Kg to 6 Kg of honey per hive after the 2008 year due to pesticide and fertilizer applications in corn production and this issue affected beekeepers' livelihoods. The beekeepers suggested that the protection of forests and park is not sufficient to reach sustainable conservation of the bees' biodiversity but it also requires determining the land use pattern and socio-political factors.