Description of the study areas and management practices
Seven urban vegetable gardens were selected for this study. They comprised five farmers’ gardens in Kano (Nigeria) and one each in Bobo Dioulasso (Burkina Faso) and Sikasso. Kano is located at 12° 00′ N latitude and 8° 31′ E longitude at 480 m above sea level in the Sudan savannah zone of Nigeria. Rainfall is seasonal and highly variable with an annual mean of 705 mm recorded during 2008 when this study was conducted. In Kano irrigation of vegetable gardens is intensively practiced along the major rivers which serve as effluent discharge routes for the municipal and industrial wastes produced by local industries.
In Kano the gardens of Koki, Zungeru, Kwakwaci, Gada and Katsina road were evenly distributed across the city and used different wastewater sources. A natural uncultivated reference/control site was selected for comparison of HM contamination in soil profiles. Another well water irrigated garden (‘Legal’) was also selected as a control in Kano for comparison of vegetable contamination. Management practices and garden sizes were similar across locations. Field plots were mostly between < 0.1 ha to 0.4 ha and planted to fast growing vegetables such as (Amaranthus
caudatus L.), lettuce (Lactuca
sativa L.), parsley (Petroselinum
crispum) and carrot (Daucus carota ssp. sativus) which is often intercropped with the former ones. Fertilizer use among farmers was only occasional, whereby urea and compound soluble fertilizer in the form of NPK (15-15-15) were the predominant fertilizer types used during the rainy season. However, one farmer (Zungeru) did not use fertilizer throughout the period of the study (November 2007 to April 2009) as he considered wastewater to contain sufficient nutrients for his crops.
In Kano two of the three major industrial estates, Challawa and Sharada, comprise 115 industries ranging from tanneries, rubber and plastic factories, textile industries and units dedicated to food processing, metal and wood processing of which most discharge their untreated effluents into the city streams. Egboka et al. (1989) reported a severe contamination of boreholes in Kano with residues from food processing industries and Binns et al. (2003) reported Cd concentration as high as 30 mg l−1 in urban irrigation water.
Bobo-Dioulasso (11°10′ N, 4°19′ W, 432 m asl) has a typical southern Sudanian climate with the rainy season starting in April/May and lasting until October. Annual rainfall for the study year 2008 was 728 mm.
Sikasso (11° 19′ N, 5° 40′ W, 375 m asl) has a typical Guinean climate comprising two main periods: a 5–6 months rainy season from May/June to October and a subsequent 6–7 months long dry season. Annual rainfall during the study year 2008 was 1,271 mm.
Selection of gardens was based on an in-depth survey comprising a GIS-based mapping and farmer interviews about the various sources of irrigation water and management practices across the cities. According to the farmers in Kano and Bobo-Dioulasso, the gardens selected have been under wastewater irrigation for 30 years while gardeners in Sikasso use mostly well water for irrigation. In Bobo-Dioulasso and Sikasso, all gardens suspected to be affected by high HM loads were located in the same area and irrigated with the same water source; therefore only one garden was selected from each city.
Sampling strategy and analytical procedures
Soil and crop sampling
In Kano at each location duplicate soil samples were taken in 2007 from 0–15, 15–25, 25–35, 35–45, 45–75, 75–100 and 100–150 cm depth. In Bobo-Dioulasso and Sikasso, however, sampling occurred only to a depth of 0.8 and 0.7 m given occurrence of a hard pan and a high water table, respectively. All samples were air-dried, crushed, and passed through a 2-mm mesh sieve prior to analysis.
In Kano, where monitoring of farmers comprised activities such as planting date, frequency, date and duration of irrigation, type and date of fertilizer applied and date of harvest, the year was divided into three seasons: the cold dry season (CDS), the hot dry season (HDS) and the wet season (WS). The CDS lasted from November to January, the HDS from February to May and the WS from June to October. Vegetable cropping was monitored throughout each season and crop and soil samples consisting of 15–20 auger points at 0–20 cm depth from each farmer’s garden were collected at each harvest independently of whether a single or more crops were planted throughout the season. For the vegetable sampling, 20–25 sub-samples were taken in each of the five gardens just prior to farmers’ harvest. The plant samples were washed with clean tap water to remove adhering soil particles. Vegetable samples were oven-dried to constant weight at 65°C. At Bobo-Dioulasso and Sikasso soil and vegetable samples were only collected once, in November 2007.
Input sources of HM
Irrigation water sampling
At Kano, about 100 ml of wastewater samples used for irrigation were collected fortnightly from January 2008 to March 2009 (the CDS and HDS) into pre-washed 250 ml plastic containers. At each site monthly irrigation water samples were pooled per season yielding a total of three irrigation wastewater samples per year. Two drops of concentrated HCl were added to each sample to suppress microbial activity followed by refrigerator storage until analysis.
Atmospheric deposition and rain water collection
In Kano rain and dust samples were collected during the wet and dry seasons. To this end bulk deposition collectors were made of a 0.1 m3 plastic container and mounted in each of the five gardens at 2 m above ground level as described by Drees et al. (1993) to minimize potential effects of human activities. The plastic containers were covered with a white cotton mesh to reduce contamination from bird droppings, trees and other unwanted materials. The dust in the trap was collected into a clean plastic bag using a clean brush after removing the cotton mesh. Dust samples were collected every week from December 2007 to April 2008 and monthly samples were pooled by season yielding three samples per year and location. Rain samples were collected immediately after each rainfall event during three rainy days in August 2008 yielding a total of three rainfall samples per year and mixed with two drops of concentrated HCl to suppress microbial activity prior to refrigeration until analysis.
Fertilizer sampling
Representative samples of NPK and urea fertilizers were collected at each application event in the specific gardens in triplicate, ground and stored until analysis.
Output of HM
Estimation of crop yield
Harvested amaranthus, lettuce and parsley were typically packed in bundles and carrots in sacks prior to being taken to local markets. Total harvested biomass per unit area was estimated by measuring the dry weight of five bundles of amaranthus, lettuce and parsley and of five sacks of carrot harvested from approximately 7.5 m2. The average weight obtained was then multiplied by the total number of bundles or sacks harvested.
Leaching losses of metals
Following the description of Bischoff (2007), Lang and Kaupenjohann (2004) and Predotova et al. (2010b), in all five gardens of Kano HM leaching was estimated using PVC cartridges of 0.1 m height and 0.103 m diameter with a nylon net at the bottom. The PVC cartridges were filled with an anion cation exchange resin–sand mixture and installed according to the guidelines of TerrAquat Consultancy (Stuttgart, Germany; www.terraquat.com), the patent holder of this method. The tubes were left buried for 10 months (December 2007–October 2008).
Chemical analyses
Particle size distribution was determined by the hydrometer method following dispersion of the soil with calgon solution (Gee and Bauder 1986) and cation exchange capacity (CEC) was determined by extracting the soil with silver-thiourea solution as described by van Reeuwijk (1993). Soil pH was measured in 1:2.5 soil:water suspension using a glass electrode pH meter and organic carbon (OC) content of the soil was determined by dichromate oxidation method (Nelson and Sommers, 1986). For total soil N and P, 1 g soil sample was digested with a mixture of H2SO4-salicylic acid-H2O2 using selenium as a catalyst. Total N was measured colorimetrically in the digest using the Bertholet reaction (Chaney and Marbach 1962) with an N-autoanalyzer (TECHNICON AAII, TechniCon Systems, Emeryville, CA, USA) and total P was determined by the molybdate-blue method of Lowry and Lopez using ascorbic acid as a reductant (van Reeuwijk 1993).
For heavy metal analysis, 1 g each of soil, plant, and dust samples was digested with concentrated HNO3 (puriss, p.a. 65%; Sigma–Aldrich Corp., St. Louis, MO, USA) and HCl (37%, Sigma–Aldrich Corp.) at 80°C following the procedure described by Lim and Jackson (1986). Fertilizer samples were digested in a beaker with concentrated HNO3 according to the procedure of the Association of Official Analytical Chemists (Williams 2000). The beakers were swirled gently until white fumes indicated full digestion. The digest was cooled to ambient temperature, filtered and adjusted to 50 ml with distilled water prior to analysis. The water samples were swirled with concentrated HNO3 at 80°C until the solution turned white. Finally the digest was filtered through Whatman No. 42 and diluted to 50 ml with distilled water prior to analysis. Concentrations of Cd, Cr, Cu, Ni, Pb and Zn were determined by atomic absorption spectrophotometry (AAS; Model AA 6680, Shimadzu, Kyoto, Japan).
Resin extraction
After removal from the soil the resin-sand mixture in the cartridge was separated into four layers to obtain an element concentration profile for each cartridge (Bischoff et al. 1999). A sub sample of exactly 30 g was weighed from each layer into an extraction bottle and extracted four times by mechanical shaking with 100 ml of 2 M HCl for16 h. The solution was decanted into a beaker and the supernatant solution filtered into a plastic vial. Cadmium and Zn were determined by AAS.
Quantification of HM balance
Heavy metal balances were established for each garden based on inputs and outputs. Major sources of these inputs and outputs were irrigation water, fertilizer, rainwater, atmospheric dust, crop removal and leaching losses.
The quantity of irrigation water used throughout the life cycle of each crop was estimated based on the discharge rate of the irrigation pumps, length of irrigation per day and frequency of irrigation for the individual crops. The amount of water was multiplied by the concentration of Cd and Zn. Cadmium and Zn concentrations in rain water (mg l−1) were converted to kg ha−1 by multiplication with the amount of annual rainfall. The Cd and Zn input through dust deposition were calculated by multiplying the concentration of dust in g by a yearly estimated dust input of 936 kg ha−1 dust from an average weekly dust deposition of 0.18 g collected per 0.1 m2. The total metal content in the harvested biomass was estimated from the metal concentrations of the crops and the harvested dry matter.
Soil metal balance calculation
In this study, measured input variables were irrigation water and atmospheric deposition in the form of rainfall and dust (Eq. 1):
$$ \Updelta {\text{SS}}_{\text{HM}} = \left[ {{\text{IW}}_{\text{HM}} + {\text{RW}}_{\text{HM}} + {\text{D}}_{\text{HM}} } \right] - \left[ {{\text{CR}}_{\text{HM}} + {\text{L}}_{\text{HM}} } \right] $$
(1)
where ΔSSHM is the balance of heavy metal (HM), IWHM, RWHM and DHM are measured inputs of HM through irrigation water, rainwater and dust deposition, respectively; CRHM is the measured crop removal of HM and L HM denotes losses of HM through leaching. All data are in g ha−1 year−1.
Statistical analysis
Computed metal balances for each crop were expresed on a hectare basis. Analysis of variance (ANOVA) was conducted using the General Linear Procedure (PROC GLM) and seasonal differences in HM concentration of soil and crop was determined using Least Significant Difference (LSD0.05) tests. Independent variables were season and location, while dependent variables comprised HM concentration in soil and crop samples. Simple correlation analysis was used to relate the change in HM content at each soil depth to the calculated HM balance. All analyses were conducted using SAS 9.2 (SAS 2007) and Microsoft Excel (2003).