African Journal of
Agricultural Research

  • Abbreviation: Afr. J. Agric. Res.
  • Language: English
  • ISSN: 1991-637X
  • DOI: 10.5897/AJAR
  • Start Year: 2006
  • Published Articles: 6863

Full Length Research Paper

Nitrogen value of stockpiled cattle manure for crop production

Innocent Muhereza
  • Innocent Muhereza
  • Co-operative Development Foundation of Canada, Cooperative Building Plot 47/47 Nkrumah Road, Kampala, Uganda.
  • Google Scholar
Deborah Pritchard
  • Deborah Pritchard
  • School of Molecular and Life Sciences, Curtin University, P.O Box U1987, Perth, Western Australia.
  • Google Scholar
Roy Murray-Prior
  • Roy Murray-Prior
  • Agribiz RD&E Services, P. O. Box 388, Yungaburra 4884, Queensland, Australia
  • Google Scholar
David Collins
  • David Collins
  • Greening Australia, P.O. Box 842 Northam 6401, Western Australia.
  • Google Scholar


  •  Received: 12 January 2020
  •  Accepted: 23 March 2020
  •  Published: 31 May 2020

 ABSTRACT

Cattle manure is a common source of fertilizer throughout Sub-Saharan Africa given problems with supply and pricing of inorganic fertilizers. The optimum rate of manure to use is often unknown and further compounded by variable N contents arising from long periods of stockpiling. This study investigated the rates of cattle manure required to optimize plant growth at different N contents arising from different storage times. A field experiment was established using cattle manure stored in the open for 4, 12 and 13 months (N content of 1.31, 1.18and 0.32%, respectively). Plant shoot dry weight and N uptake of canola (Brassica napus L) was compared to equivalent rates of inorganic N (urea) to 200 kg N ha-1at two sampling points over two growing seasons. Linear models of the form y = a + bx were fitted to the data where y is yield (dry matter or N uptake) to enable the N equivalent value (NEV) of cattle manure treatments to be compared to inorganic fertilizer. The NEV of cattle manure stored for 4 months averaged 30% for shoot dry weight and 24% for N uptake and decreased with storage. Impractical volumes of cattle manure are required for plant production in aged stockpiles, thus necessitating better options for N management.

Key words: Sub-Saharan Africa, cattle manure, nitrogen fertilizer, N equivalent value, stockpiled manure.

 


 INTRODUCTION

Nitrogen deficiency is among the top five factors limiting soil fertility in Sub-Saharan Africa (SSA) (Stewart et al., 2020). Studies by Muhereza et al. (2014) identified N as the limiting soil macro-nutrient for many farmers in peri-urban Uganda. The application of inorganic fertilizer by smallholder farmers in SSA to improve soil nutrient levels is low compared to world standards (Sheahan and Barret, 2014;  Kaizzi  et  al.,  2017).  Numerous economic factors   such   as  price  policies  and  credit,  distribution costs, the privatization of supply, and infrastructural developmentcontribute to the low availability and use of inorganic fertiliser (Mwangi, 1996; Croppenstedt et al., 2003). Instead, cattle manure is commonly used by smallholder farmers to improve crop growth (Ndambi et al., 2019). Itis usual practice for cattle manure to be stored in piles for periods  of  between 2  to  6  months  to bulk up adequate manure for the crop prior to application. The manure is sourced from farmers that practice animal confinement and manure storage (Muhereza, 2011; Katuromunda et al., 2012).

There are limited studies available to determine the volume of cattle manure required to supply adequate nutrients for crop growth, particularly where stockpiled over long periods of time. The nutrient content of cattle manure varies and is affected by various factors such as the type of livestock (Griffin et al., 2002; Esfahani et al., 2016), age, diet, the inclusion of bedding material, the duration and conditions of storage and the kind of treatment prior to soil application (Reijs et al., 2007;Snijders et al., 2013; Leip et al., 2019). The N content in cattle manure in SSA is low in N compared to elsewhere and is attributed to poor handling, collection and storage of manure, insufficient fodder and poor livestock diet. For example, values of 0.56% N have been measured in fresh manure in Uganda, with declines to 0.44% N in uncovered manure and 0.42% in aged manure (Muhereza, 2011). The N Equivalent Value (NEV) calculates the equivalent amount of N in manure required to give similar plant yield at comparable rates of inorganic N. Table1 showsthat theNEV for cattle manures (N content from 0.5 to 2.1%) varies considerably from 0 to 59% in the first year of application compared to inorganic fertilizer N. The type of manure, for example solid manure, composted manure or fresh manure is responsible for much of this variation (Table 1).

 

 

Therefore, to better improve soil fertility and optimize food production where cattle manure is used as a source of fertilizer in SSA, research is required to determine effective rates of manure required following stockpiling for different lengths of time. This research aims to determine the effect of stockpiling of cattle manure on its value as a source of N. There search outcomes will better guide manure application rates and storage options and is relevant to developing countries with similar farming systems with limited access to fertilizer N.

 

 

 

 


 MATERIALS AND METHODS

Experimental design

A  field  experiment  was  established  over  two   growing   seasons (2009 and   2010)   using   three  sources  of  stock piled    cattle  manure, comprising manure stored in the open for 4, 12 and 13 months; designated as M4, M12 and M13, respectively. The manure was sourced from a feedlot where cattle had been fed a maintenance diet of pelletised hay and grain. The stored manure was of low quality toreflect manure commonly available to farmers in SSA. The concentration of total N in the stockpiled manure decreased with storage time, ranging from 1.31 to 0.32% (Table 2).

 

 

The 2009 experiment comprised 12 treatments; six (6) rates of stockpiled M13 cattle manure (0.32% total N) and 6 rates of inorganic N fertilizer. The 2010 experiment comprised 18 treatments; 6 rates of stockpiled M4 cattle manure (1.31% total N), six (6) rates of stockpiled M12 cattle manure (1.18% total N) and 6 rates of inorganic N fertilizer (Table 2). The rates of inorganic N applied as urea (46% total N) up to 214 kg N ha-1were selected to apply similar amounts of N to manure treatments (Table 3). All treatments included three replications to give a total of 36 plots in 2009 and 54 plots in 2010.Plots measuring 2m × 2m and were arranged in a systematic gradient design to prevent edge effects that may result from a high rate plot adjacent to a low rate plot as per Rigby (2008). The elimination of wide guard rows facilitated an increased number of fertilizer rates, increased the ratio of harvested to non-harvested area and reduced the potential threats from experimental error.

 

 

Location and soil type

The field experiments were established at Ucarty, located 120km east of Perth, Western Australia (-31.19159°S, 116.57083°E) on a dark yellowish-brown sand (Table 4).The region experiences a dry temperate climate with cool, wet winters and hot, dry summers, and an average rainfall of 302 mm over the growing season (April-October). The site was chosen to be low in N to enable a nutrient response to be determined.

 

 

Application of manureand basal nutrients

To ensure that all plant nutrient requirements were adequate other than N, basal nutrients were broadcast by hand to the site prior to planting and then incorporated by disc plough working across plots; 0.04 kg P ha-1 (superphosphate 9 kg ha-1), 0.24 kg K ha-1 (muriate of potash 588 kg ha-1), 0.003kg Cu kg ha-1 (copper sulphate 6.7 kg ha-1), 0.005 kg Zn ha-1 (zinc sulphate 13.3 kg ha-1), 0.01 kg CaSO.2H2O ha-1 (gypsum 12.5 kg ha-1) and 0.05 kg Mnha-1 (manganese sulphate 120 kg ha-1). Cattle manure was weighed into buckets using an electronic weighing scale, broadcast evenly by hand onto respective plots, and then incorporated into the soil during seeding by discs. Inorganic N was broadcasted by hand onto the respective plots and split over two applications at seeding and at 8 weeks after planting, a common practice in the region. The first application was incorporated at seeding  by  discs  and  the  second application was top dressed only.

Seeding and site management

Canola (Brassica napus L) is efficient at capturing high amounts of N during vegetative growth (Kazemeini et al., 2010). It was  suitable for the dryland temperate climate of the study site and is from a similar family to cabbage (Brassica oleracea), a staple food crop inUganda. Canola has similar early plant growth and N uptake to canola (Muhereza, 2011).Canola was sown at the start of each growing season at a rate of 9 kg ha-1by top dressing by hand and incorporating to a maximum depth of 4 cm by a disc seeder. Weeds were  controlled  by  spraying  with  glyphosate  (2 L ha-1)   prior   to planting and Amor (150 mL ha-1) for grass control five weeks after planting and by hand weeding on sampling days. An electric fence was erected to prevent cattle and field rabbits from damaging the crop. Weather data (maximum, minimum and average) was recorded by an automated weather station.

Plant growth measurements and nitrogen uptake

Whole plant (above ground) samples of canola were collected from 0.25 m2 quadrants of each plot at 63 days after sowing (DAS)and 93DASin 2009 and 70 DAS and 100 DAS in 2010. Plant tissue was dried to a constant mass at 70°C for 48 h in a forced-air oven to determine dry matter (DM). The average plant density per plot was determined at the first sampling date. The dried plant samples (g m-2) were then used to determine concentration of total Nin shoots by combustion in a Leco FP-428 analyser. Inductively Coupled Plasma Atomic Emission Spectrometry (ICP-AES) was used to determine concentrations of other plant nutrients; P, K, Ca, Mg, Na, S, Fe, Mn, Zn, and Cu(CCWA. 2000). Nitrogen uptake by canola was determined by multiplying the shoot DM yields with the N concentration.

Data analysis

Statistical analysis of data was carried out using standard analysis of variance (ANOVA) (Gen Stat Procedure Library Release PL20.1) (Payne et al., 2011). The significance of the treatment effect was determined using the F-test, while the least significant differences (LSD) between the means of the six treatments were estimated at the 5% probability level to determine if cattle manure had a significant effect on crop growth and yield compared with inorganic fertilizer.

Dry matter yields and N uptake in cattle manure were analysed by linear regression analysis and compared to respective yields from mineral N calibration plots using models of the form y = a + bx where y is the yield (kg ha-1 DM or N uptake). The quadratic equations of the form (y = a + bx + cx2) was tested for the data but the crop response did not approach a curvilinear at the top rates of application and the quadratic term (x2) in the crop response model was not significant at P<0.05. Hence linear regression was considered the most appropriate to use in this study, particularly as yield response to manure N is considered linear between applications of 0-300 kg N ha-1 (Whitehead, 1995).Where the linear regression was significant according to ANOVA analysis, NEV were obtained by comparing the slopes of the regression equations for N from cattle manure to the slope obtained for inorganic N for both DM yield and N uptake.

 

 

 

 


 RESULTS

Weather

The growing season rainfall (May to October) at the study site received 246 mm in 2009 and 237 mm in 2010. Rainfall in both years of the experiment was relatively low compared to the long-term average of 302 mm, with low out of season rainfall experienced between the two years.

Canola dry matter yield

The DM yield of canola shoots increased with  increasing rates  of   inorganic-N   at   all   sampling   dates  for  both seasons (Figure 1). Inorganic-N treatment at 200 kg N ha-1 reached a maximum yield of 2,582 kg DM ha-1 during the first season (2009) at 93 DAS and 1,400 kg DM ha-1 during the second season (2010) at 100 DAS. At all N rates and sampling dates, the application of inorganic-N resulted in higher yields compared to all sources of cattle manure-N at equivalent application of N (P<0.001). There were large increases in DM yield for inorganic-N between the rates of 40 kg N and 80 kg N ha-1.

 

 

In cattle manure stockpiled for 13 months (M13),themaximum DM yield of canola at 63 DAS was 190 kg ha-1at the highest N application rate (214 kg N ha-1) and increased to 631 kg ha-1at 93 DAS (Figure 1). Shoot DM yields averaged 4 times less than equivalent inorganic-N over the growing season. In cattle manure stockpiled for 12 months (M12), the maximum DM yieldof canola at 70 DAS was80 kgha-1at the highest N application rateand increased to 537 kgha-1 at 100 DAS (Figure 2). Shoot DM yields averaged 3 times less than equivalent inorganic N over the growing season. In cattle manure stockpiled for 4 months (M4), the maximum DM yield of canola at 70 DAS was 110 kg ha-1 at highest N application rate and increased to 260 kg ha-1at 100 DAS (Figure 2). The DM yield of canola in equivalent rates of inorganic-N was600 kg ha-1 at 70 DAS and increased to 1,436 kg ha-1 at 100 DAS. Compared to equivalent rates of inorganic-N, shoot DM yields were reduced from 2.3to 2.4 times less over the growing season.

 

 

Shoot nitrogen concentration and uptake

The concentration of N in the DM of canola shoots was positive to increasing rates of N (data not given). Over both growing seasons (2009 and 2010), shoot N concentrations declined overtime with overall means as follows; 3.2 to 2.8% from 63 to 93 DAS and 3.4 to 2.6% from 70 to 100 DAS, respectively.Mean total N uptake by canola shoots increased with increasing rates of either inorganic N or cattle manure N (M4,M12 and M13) at all sampling dates (Tables 4 and 5).The highest values of N uptake (kg ha-1) were in the inorganic-N fertilizer treatments and ranged between 1.2 and 14.0 kg N ha-1at the first sampling and between 5.0 and 54.5 kg ha-1at the second sampling time as rates of N increased from 0 to 120 kg ha-1. As the storage time of manure increased, the total N uptake by canola decreased, with manure stored for 13 months having the lowest N uptake compared to all other treatments at both sampling dates. There were significant differences (P<0.001) in N uptake between inorganic-N and cattle manure-N at comparable total N loadings at both sampling dates.

 

 

 

Stockpiled cattle manure-N compared with inorganic-N during the growing season

Nitrogen   equivalent  values  (NEV)  of  stockpiled   cattle manure compared with inorganic-N fertilizer for each measure of crop response (DM yield and N uptake) demonstrated a significant relationship between  rates  of N application (P<0.05) (Tables 7 and 8). Thefitted modelaccounted for 64 to 98% of the variance of the experimentally derived results for DM at the first sampling date. The slopes for DM of the fitted linear regressions were0.31, 0.22 and 0.50 for the three manure sources, M4, M12 and M13, respectively at the first sampling date (63 to 70 DAS) (Table 7). By the second sampling date (93 to 100 DAS), modelled values accounted for 63 to 94% with slopes of 1.99, 1.54, and 0.86 for the three manure sources, M4, M12 and M13, respectively.

 

 

 

The NEV for all sources of manure compared to inorganic N fertilizerwas calculatedfor both DM and N uptake (Table 9). The NEV for DM at the first sampling (63 to 70 DAS) declined with manure storage times from 0.27, 0.19 to 0.16, in M4, M12 M13, respectively.As the season progressed (70 to 100 DAS), the NEV for DM improved to 0.33, 0.26 and 0.22 in M4, M12 M13, respectively. The NEV for N uptake was slightly less that DM production for all manures and sampling times though followed a similar trend (Table 9).

 

 

 

 

 

 

 

 

 


 DISCUSSION

Nitrogen response curve

The growth of canola showed a positive linear response to increasing rates of inorganic-N fertilizer up to 200 kg N ha-1 throughout the growing seasons (Figure 1).The significant increase in N uptake with increasing inorganic-N fertilizer indicated that mineral N was readily taken up by plants (P<0.05; Tables5 and 6). Concentrations of shoot N were below the critical concentration required for maximum yield (Reuter and Robinson, 1997) for all treatments throughout the experiment. This indicated that N was the limiting factor for plant growth on this infertile site as all other basal nutrients were provided. The low rainfall may have reduced potential yield over both years during the experiment, though still enabled the NEV in the manure to be calculated relative to inorganic-N.

Mineralisation of organic nitrogen in cattle manure

The application of inorganic-N resulted in higher yields compared   to  all  sources  of  stockpiled  cattle  manure-N (M4, M12 and M13) at equivalent rates of application (P<0.001). Cattle manure typically comprises over 97% of total N in the organic fraction, which is slowly mineralized to inorganic N before it is available to plants (Larney and Angers, 2012). The design of the experiment accounted for the high solubility of inorganic-N fertilizer (urea) which was applied as a split application over the growing season to prevent N loss, whereas cattle manure was applied as a single application. The supply of N from the stockpiled manure treatments compared to inorganic N fertilizer showed that cattle manure was not adequate to supply the N requirements for plant production in the short term owing to the low rate of mineralization where soil fertility was low.

Nitrogen equivalent values(NEV) of cattle manure compared to inorganic fertilizer

At all N rates and sampling dates, the percentage NEV of the three cattle manure treatments compared to inorganic N fertilizer ranged from between 16 and 33% for DM production and between11 and 28% for N uptake, with lower values noted as the storage time of the manure increased (Table 9).Other researchers have shown a wide variation in NEV up to 59% for cattle manure in comparison to inorganic-N fertilizer in the first year of application due to factors such as the quality of the manure (the species, age and production level of the animal and diet), housing, manure collection and manure storage systems; further influenced by crop type and soil properties (Table 1). For example, manure applied as slurry or to irrigated crops may have a higher NEV, for example, values of 40 to 70% reported byZhang et al.(1998)in the first year of application to irrigated corn. In cattle on better diets, the value can be higher also, for example NEV from 40 to 73% reported by Rigby (2008).The low N content of manures used in our study and low NEV reasonably reflects the poor quality diets of cattle in SSA and poor storage conditions of the manure compared to studies elsewhere. Duan et al. (2016) suggest that animal manure when managed and utilized appropriately can  replace  70%  of  nitrogen  (N) demand met through inorganic fertilizers in agriculture. It has long been established that the mineralization of N is generally greater for fresh cattle manure compared with manure stored for longer (Paul and Beauchamp, 1994).

Changes in nitrogen equivalent values (NEV) over the growing season

The release of available N from organic compounds during manure decomposition is very gradual and, in a manure-based cropping system, mineralization continues until after harvest (Mallory et al., 2010; Sousa et al., 2016). Much of this is determined by factors such as organic composition of the residue, soil temperature and water content, drying and rewetting events, and soil characteristics. In our study, the NEV of cattle manure increased over the growing season from 15 to 21% for each measure of crop response. The results indicate that on average approximately five times more total N equivalent would be required in manure to obtain comparative plant growth where all other nutrients are not limiting. The NEV of manure compared to inorganic-N may increase further pastthe100 DAS used in this study. It has been shown that longer-term accumulated applications of cattle manure release a sufficient supply of N each year to meet crop nutrient requirements without the annual addition of inorganic fertilizers (DeLuca and DeLuca, 1997; Helgason et al., 2007).

For each sampling date, NEV for manure compared to inorganic N was higher for DM production than for N uptake over both sampling times (Table 9). This would tend to indicate that factors in the manure other than N, such as other nutrients, organic matter and soil chemistry contributed to plant growth. For example, a neutral soil pH preferred by plants is often maintained by cattle manure (Benke et al., 2008). Although soil pH and other parameters were not tested in this study, they may have influenced plant growth. As this study was conducted in a dryland temperate environment, the N mineralization rates may differ from tropical conditions where soil properties, soil moisture and temperatures may be different and needs to be confirmed.

Effect of storage on nitrogen content in manure

In this study, increasing the storage time of cattle manure reduced its ability to supply N to the plant. The concentration of total N in manure ranged from 1.31% at 4 months (M4) storage to 0.32% at 13 months (M13) storage. In comparison, fresh cattle manure typically has a higher N content, for example 2.1% (Pettygrove et al., 2009) and up to 6.2% total N in unstabilized livestock waste in the UK (Rigby,2008). The concentration of N in manure used in our study was lower than the range ofmanures used elsewhere, but indicative of cattle manuresin SSA.

In our study, cattle manure stored for 4 months (M4) had a mean NEV of 30% for DM production and 19% for N uptake compared to inorganic N over two sampling dates. As the storage time of the manure increased to 13 months (M13), the mean NEV reduced to 19% for DM production and 15.5% for N uptake compared to inorganic N over two sampling dates (Table 9).  Gale et al. (2006) and Heinrich (2009) found that manure and other organic materials could be grouped into categories with similar N mineralization rates based on how they were produced, treated, and stored. This parameter is a very important determinant of the fertilizer value or nutrient use efficiency of the manure after its field application (Rashid et al., 2013, 2017a; Shah et al., 2016, 2018). Generally, stockpiling is not that effective in maintaining N in manure; for example, Shah et al. (2016) found that N recovery by maize for various treatments was as follows; fermented manure (39% of the field applied N) followed by the manure end products obtained from storing it in roofed building (31%), stockpiled (29%) or turned during storage (20%). In stockpiled manure, losses of ammonium will occur reducing the total N contentand rainfall will further reduce N content due to the leaching of nitrate. Losses of total N occur following handling and transport which release ammonia to the atmosphere with good storage necessary to retain the fertilizer value of manure and improve crop yield (Holmes, 2007; Gooch and Wedel, 2010). High NEV, up to 70% has been reported when manure is stored for shorter periods of time (Powell et al., 2010).The application of freshly excreted manures incorporated immediately into the soil can improve the nutrient value of the soil (Gachimbi et al., 2009). However, some storage time of manure is required as the ammonia in fresh manure can burn crops if applied directly to the crops (Muhereza et al., 2014). The spreading of manure can result in the loss of ammonia (NH3), especially during warm, dry weather (Stelt et al., 2007).

Rates of cattle manure required to optimize plant growth

Compared to inorganic fertilizers, higher volumes of manure must be applied for equivalent plant growth. For example, in order to supply 100kg N ha, approximately 25dry t ha of aged (4 months) cattle manure (~1.3% totalN) would be required. The large volumes of manure required would be difficult to source and apply and may not be feasible for smallholder farmers. As the total N content of the manure decreases with storage (that is, ~0.32% total N), the higher volumes required are not practical to apply. Application rates of cattle manure could be reduced by improving the quality of manure through better storage to reduce the loss of N. Storage could be improved using covered shelters and impermeable floors to better retain  N prior  to  spreading.

Organic recycling practices such as mulching, composting and manuring are well known in SSA and may help to reduce N loss (Zake et al., 2005; Gichangi et al., 2006; FAO, 2019).

Barker (2010) reported that cattle weighing 454 kg body weight produce 26 kg of faeces of fresh manure per day, with a total annual production including bedding of 16-18 tonnes of manure. An application of 49,421 kg ha-1of good quality wet manure per year (that is,5 cattle) would supply about 225 kg of total N. Hence, 49 t wet manure ha-1 is often referred to as the agronomic rate of application, with N application based on the amount required by crops. From this application, about 45 kg N has been suggested as potentially available (Barker, 2010). To put this into perspective, manure from a total of one to two cattle would be required to fertilize a hectare of crop in SSA to provide the N equivalent of 100 kg ha-1. However, the body weight of cattle in SSA is smaller than the Barker (2010) study due to lower quality diets including limited pastures and no supplementary feeds and compounded by lack of improved breeds. Hence in SSA, the use of cattle manure as a fertilizer is constrained by low manure output and quality.

Other options to improve crop N nutrition

Other options to improve crop N nutrition in SSA should be explored and could include supplementation of cattle manure with inorganic-N fertilizer. Nyamangara et al. (2005) concluded that smallholder farmers in Zimbabwe and similarSSAcountries could exploit the combined application of manure and N fertilizer to increase maize yield. Opportunities exist to incorporate more effective crop rotations with legume crops to make better use of N2 fixation by rhizobia and beneficial microorganisms and could reduce the amount of synthetic N fertilizer needed to maintain the N balance. The release of N bound in crop residues contributes to overall N fertility(Danga et al., 2009; Tonittoand Ricker-Gilbert, 2016). In addition to an overall increase in soil N by legumes, the benefits to healthy farming systems from crop rotations have been well established (St. Luce et al., 2016; Grant et al., 2016; Bainard et al., 2017). Benefits include effective weed control, breaking the persistence of soil-borne pathogens, increasing crop tolerance to abiotic stress, improved soil properties and improved soil microbial lbiodiversity. Overall, a diverse rotation system will enhance the long-term resilience of the farm system (Abraham et al., 2014; Thiessenet al., 2015). In order to improve adoption of a legume rotation systems approach at the local farm level, relevant economic and agro-environmental policies are required in SSA.

 


 CONCLUSION

The  N  equivalent  value  of  cattle  manure  compared to inorganic-N fertilizer was dependent on its N content and hence analysis of the N content in cattle manure prior to use is essential for calculating agronomic application rates. The storage of cattle manure from 4 months to 13 months decreased the total N content from 1.3 to 0.32% and reduced N available for plant growth; therefore, better storage conditions of cattle manure are needed to reduce N loss over time. The N equivalent value of cattle manure stored for 4 months (1.3% total N content) was approximately 30% for DM production and 19% for N uptake over the growing period compared to inorganic-N fertilizer and reduced significantly when stored for up to 13 months.The volumes of cattle manure required to satisfy the N fertilizer recommendations compared to inorganic fertilizer may be impractical and further options need to be explored, such as supplementation with inorganic fertilizer or the inclusion of crop rotations with legume crops.

 

 


 CONFLICT OF INTERESTS

The authors have not declared any conflict of interests.

 


 ACKNOWLEDGEMENTS

The authors thank the International Fellowships program (IFP), Ford Foundation and Curtin University for funding this research. Special thanks are given to Hannah Rigby for guidance during the setup of the field trials.

 



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