J. Appl. Poult. Res.
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J APPL POULT RES 2008. 17:340-347. doi:10.3382/japr.2007-00112
© 2008 Poultry Science Association
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Research Reports

Instrumentation for Evaluating Differences in Ammonia Volatilization from Broiler Litter and Cake1

D. M. Miles*,2, P. R. Owens{dagger}, P. A. Moore, Jr.{ddagger} and D. E. Rowe§

* USDA-Agricultural Research Service, Genetics and Precision Agriculture Research Unit, 810 Hwy 12 East, Mississippi State 39762; {dagger} Purdue University, Department of Agronomy, Lilly Hall of Life Sciences, 915 W. State St., West Lafayette, IN 47907-2054; {ddagger} USDA-Agricultural Research Service, Center of Excellence for Poultry Science, Plant Sciences 115, University of Arkansas, Fayetteville 72701; and § Mississippi State University, Experimental Statistics, Dorman Hall Room 149, Mississippi State 39762

Correspondence: 2 Corresponding author: dana.miles{at}ars.usda.gov


    SUMMARY
 TOP
 SUMMARY
 DESCRIPTION OF PROBLEM
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 CONCLUSIONS AND APPLICATIONS
 REFERENCES AND NOTES
 
Greater understanding of the mechanisms affecting NH3 volatilization from reused broiler bedding is needed to determine pathways for mitigating NH3 emissions. A chamber acid trap (CAT) system was developed to provide an improved laboratory method for determining NH3 volatilization from litter or cake samples and for assessing treatment technologies to decrease NH3 losses from poultry litter. The CAT system offers precision control of air flow rate through sample chambers as well as straightforward, precise determination of the amount of N volatilized. This article outlines the basic setup of the CAT system. The system can be utilized and modified for researching specific mechanisms involving physical, chemical, or biological treatments affecting NH3 volatilization from litter or cake.

Key Words: ammonia • broiler • cake • litter • method


    DESCRIPTION OF PROBLEM
 TOP
 SUMMARY
 DESCRIPTION OF PROBLEM
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 CONCLUSIONS AND APPLICATIONS
 REFERENCES AND NOTES
 
Management of potential pollution from animal agricultural activities requires comprehensive strategies to protect land, water, and air quality. Among these, aerial emissions, specifically NH3 in broiler production, are receiving the most recent scrutiny largely due to more concentrated animal production and urban encroachment. Ammonia emission components and quantities depend on animal species as well as the type of production system employed [1]. There is a tremendous need to develop new farm management practices and manure treatment technologies to reduce NH3 losses from broiler houses, but research data and technology transfer information is lacking with respect to NH3 generation in broiler litter systems [2]. Development of laboratory systems to precisely measure NH3 volatization is needed to assess volatilization mechanisms, management practices, and treatment technologies.

The fundamental relationships among litter temperature, pH, moisture, and uric acid N with regard to NH3 production have been revealed in previous works [35]. However, modeling NH3 losses using these parameters remains unrealized, partially due to the spatial irregularity of the litter within the house [6]. Groot Koerkamp and Elzing [7] found it difficult to establish the extent that factors other than dry matter influenced NH3 release using layer manure. These researchers encouraged qualitative and quantitative assessment of parameters involved in volatilization and degradation reactions.

Laboratory feasibility studies can be used to develop practical solutions to reduce litter emissions within and outside broiler houses. A laboratory acid trap method, similar to the method presented forthwith, has been used to evaluate chemical litter treatments [8, 9]. Among the following treatments, Ca(OH)2, Al2(SO4)3·18H2O (alum), alum + CaCO3, FeSO4·7H2O, and multipurpose litter treatment (a commercial product), the alum treatments reduced NH3 99% (alum) and 36% (alum + CaCO3), as well as resulted in greater total and soluble litter N. Kim and Patterson [10] also used an NH3 trapping method to show the efficacy of ZnSO4 in reducing the number of microorganisms using uric acid, which resulted in increased total N in manure.

The objectives of this work were (1) to communicate the improved flow control components of the laboratory acid trap method for evaluating NH3 release from litter and cake samples and (2) demonstrate the utility of the method for use by others. The method, which has been named the chamber acid trap (CAT) system, is a simple, inexpensive method that utilizes H3BO3 indicator solution to capture NH3 and uses subsequent titration with HCl to determine NH3 losses.


    MATERIALS AND METHODS
 TOP
 SUMMARY
 DESCRIPTION OF PROBLEM
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 CONCLUSIONS AND APPLICATIONS
 REFERENCES AND NOTES
 
CAT System Description
The CAT system is designed to measure NH3 generation from poultry litter or cake over time; however, the method is suitable for other materials where NH3 volatilization is the focus of the study. Forty-eight sealed 1-L chambers accommodate litter samples (Figure 1Go), which are weighed and have a uniform surface area. For friable litter, the area is defined by the chamber footprint (93.8 cm2). The system, similar to [6], has been modified to attain precise control of air flow rate. This modification, described in the manifold section below, is the key to the cost-effective nature of the CAT system. Four manifolds supply water-scrubbed air to circulate into each sealed container at approximately 110 mL/min. Exhaust air from each container flows through a series of 2 H3BO3 traps (50-mL Erlenmeyer flasks), each containing 30 mL of H3BO3 indicator solution. The purpose of the duplicate traps is to ensure that no NH3 is lost should the first trap become saturated before titration. The H3BO3 is used to capture NH3 emitted from the sample. The contents from the 2 flasks are combined and titrated with HCl every 24 h for 3 d, or as desired, and then on intermittent days to determine milligrams of N generated in individual containers for each time period. The titration endpoint is based on color change [11]. Cumulative N loss for the litter treatments, which is useful for noting overall emission differences over time, is calculated by summing the milligrams of N generated in each time period.


Figure 1
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Figure 1. Partial front view, showing major components, of chamber acid trap system for determining NH3 losses from litter or cake samples. DI = deionized water.

 
The system components [12] are divided into the primary functions of the main air supply, manifolds, and sample housing. A standard air compressor supplies air to the laboratory. The incoming air to the CAT system is regulated at 12 psig and then passes through two 500-mL gas-washing bottles (with fritted cylinders). The bottles contain deionized water that humidifies the air supply. The main air supply is transported via low-density polyethylene 3/8-in. outside diameter tubing to the 4 manifolds where connections use Fast and Tite black polypropylene elbow and T unions as appropriate.

Manifolds.
Each 3/4-in. polyvinyl chloride manifold is outfitted with a single regulator and pressure gauge controlling air flow to 12 outlet ports. The 110 mL/min flow rate results from setting the manifold pressure at 5 psig. The combination of pressure regulators and restricted flow outlet ports provide the means for precision flow control to the sample chambers on each manifold while eliminating the need for a flow meter associated with each chamber, thus minimizing equipment costs. Each outlet port was created by drilling a single barbed tube fitting (1/8-in. tube inside diameter x 1/8-in. National Pipe Thread) on the threaded side to accommodate the hub of a 27-gauge stainless dispensing needle. Epoxy is placed on the needle hub before setting it in the fitting, creating an air-tight seal. The needle-fitting assembly threads into a stainless steel street elbow that is also threaded into the manifold. Epoxy is used to ensure no leakage around the threads at the manifold surface. Street elbows were chosen for effectiveness and to minimize the space required for mounting the manifold under laboratory shelving. The male threaded end of the street elbow could be attached directly to the manifold providing 1 less potential leakage site by eliminating the need for using a pipe nipple if a standard elbow (female connections at each end) had been chosen. There is no reason to suspect that substitution of standard elbows and nipples would affect flow precision or the NH3 detection efficiency of the system. Air to individual chambers flows via clear aquarium (vinyl) tubing that is fitted over the needle-fitting assembly and connected to each chamber using a polypropylene male luer lock x 1/8-in. tube inside diameter barb fitting.

Sample Housing.
To provide air to the chamber, a 16-gauge needle attaches to the luer lock fitting above and is inserted into a flanged stopper in the side of the sample chamber. Two holes, to accommodate the red flanged stoppers, were drilled in opposing sides of the 1-L sample chambers. The chamber outlet is comprised of a second16-gauge needle and luer lock fitting that is attached to 4-mm outside diameter, 2.7-mm inside diameter semirigid tubing. The semirigid tubing fits into the 2-hole stoppers in each of the acid traps. The tubing leading from the chamber is immersed in the H3BO3 so that the NH3 in the air exiting the chamber bubbles through the solution and is captured. The opposite hole in the stopper carries tubing to the second acid trap, where it is immersed in H3BO3 solution. The opposite hole in the stopper on the second trap is open to room air; this hole provides a port for measuring air flow through each chamber. Air flow was measured using a Flow Tracker 1000 [13].

Chemicals and Titration
Two chemical solutions are needed to utilize the CAT system, the H3BO3 indicator solution [14] and the titration (HCl) acid [15]. The titration of the trap solution with HCl is used to determine the amount of NH3 as milligrams of N that was lost during the sample exposure to regulated air flow in the system. The N loss (mg of N) is calculated from the following formula using the volume of HCl (mL) consumed in the titration of the H3BO3:


Formula

where the molarity of the HCl (mol/L) has been determined by standardization with Na2CO3 and MWN = the molecular weight of N, 14.01 g/mol.

The system has near limitless possibilities for modification to measure gas products from poultry waste and similar materials. Smaller or larger samples can be accommodated based on changes in titration schedule and other factors. Sample size and titrant normality were originally defined by Moore et al. [8]. The volumes referenced [14, 15] are for preparing the chemicals based on using the 48 chambers in a 2- to 3-wk test period. Note [14] provides the necessary chemicals and catalog numbers.

Titration.
The pair of stoppers connected with the semirigid tubing are removed from the acid traps and set aside; their contents are poured into a single 250-mL beaker. A magnetic stir bar is placed in the beaker, which is put on a stir plate. While stirring, a 50-mL buret with 0.1-mL intervals, containing the HCl and situated above the stir plate, is used to titrate the trap solution. As the endpoint is nearing, the trap solution changes from green to dark purple. Acid flow should cease immediately when the color bursts to reddish pink. The volume for each titration is recorded. Only a minimal amount of training is required to recognize the color change that indicates the endpoint of the titration.

To continue the experiment and prepare the CAT system for the next titration, each 50-mL Erlenmyer flask (acid trap) should be rinsed with distilled deionized (DDI) water and shaken to remove excess water. The acid traps are refilled by pipette with 30 mL of H3BO3 indicator solution into each trap. The pair of stoppers is placed back on top of the traps. Bubbles should appear to indicate that air flow resumed.

System Validation
To test the system, broiler litter was collected from a commercial farm in Mississippi during the fall season after 18 flocks had been grown on the litter (originally pine shavings bedding). The bulk litter sample was obtained from a 61 x 91cm (24 x 36 in.) area in the center-nonbrood end of the house. The collection depth was 7.6 cm (3 in.). One week before sampling, the litter had been disked, decaked, and tilled, giving it a very consistent appearance. The grower had selected these management options to attempt to release some litter moisture before the next flock. No chemical litter treatment had been applied. After transport to the laboratory, the gross sample was further mixed to ensure homogeneity and assigned randomly in 50-g allocations to the chambers in the laboratory CAT system (Figure 1Go). For the original and postexperiment samples, litter moisture was determined by loss in weight (65°C for 48 h) and pH by using a DDI water:sample ratio of 5:1.

Cumulative NH3 volatilization from the litter was assessed using the CAT method described above with 48 individual litter samples, each placed in a 1,000-mL chamber. Each chamber received humidified air measured at 111.6 ± 3.5 mL/min, the average result of the exhaust flow [13] from each chamber measured at the start of the experiment and on d 2, 8, and 16. Ammonia loss was determined on d 1, 3, 7, 11, 14, and 16. For each chamber, the pair of acid trap contents was combined and titrated with HCl to determine milligrams of N generated by the individual litter samples for each time period. For each titration, the resulting milligrams of N lost was added to the previous total to determine the cumulative milligrams of N recovered by the trapping system. Figure 2Go presents the cumulative milligrams of N recovered and the relative standard deviation, the standard deviation-mean as a percentage, obtained using the CAT system. Figure 3Go reports the average daily milligrams of N recovered for the chambers, along with the standard deviation and the titrated maximum and minimum N for each day. A portion of these results have been reported previously in an abstract contrasting flux estimates derived from the CAT system vs. an instantaneous flux method [16].


Figure 2
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Figure 2. Mean cumulative N recovered, representing NH3 losses from broiler litter samples (litter used for 18 flocks), and the relative standard deviation in measurements over time in the laboratory chamber acid trap system.

 

Figure 3
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Figure 3. For 50-g litter samples after 18 flocks, the average daily N recovered in the chamber acid trap system, the standard deviation among the 48 samples, and the daily maximum and minimum milligrams of N recovered among the samples.

 
Gas flux from litter is reported as mass emitted per area per time (such as mg/m2 per h) and could potentially be used to develop emission factors for animal facilities. Litter flux methods have been used to evaluate treatment differences in broiler pen research trials, but the results may be confounded by differences in litter surface characteristics and by use of atypical bedding, which does not parallel that found in commercial houses. The comparative study [16] showed a range of similar estimates (29 to 40 mg/m2 per h) occurred in the early stages of the CAT experiment but later in the instantaneous flux measurement. The results demonstrated the importance of time selection on the reported flux value and, thus, the caution required in using flux estimates for developing emission data.


    RESULTS AND DISCUSSION
 TOP
 SUMMARY
 DESCRIPTION OF PROBLEM
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 CONCLUSIONS AND APPLICATIONS
 REFERENCES AND NOTES
 
For the validity test, exposure to the air flow in the system caused the litter samples to dry. Litter moisture for the original bulk sample was 23.1%, which decreased to 13.6% after the 16-d CAT experiment. Similarly, the pH dropped between the pre- and postexperiment measurements. The pH originally averaged 8.67 but was 8.22 at the end of the experiment.

Figure 2Go depicts the quantitative litter NH3 release (mg of N recovered) in the CAT system, which can be predicted by the following equation: (mg of N recovered) = 15.7 ln (d) + 7.1636, where R2 = 0.99. The mean cumulative N collected/chamber during the experiment ranged from 9.05 mg of N on d 1 to 52.4 mg of N on d 16. Similar acid trap data reported as cumulative recovery has been useful for determining chemical treatment differences [9], but the utility for studying how litter physical and biological parameters affect NH3 emissions has yet to be explored. For the current validation study, the relative standard deviation, also shown in Figure 2Go, was initially 6.4% and decreased to d 7, changing little beyond that day. Between d 7 and 16, the relative standard deviation remained at 2.6%.

Regarding the daily N recovery, Figure 3Go shows that the NH3 release increased between d 1 and 3 but then decreased with each titration through the end of the experiment, probably due to the sample drying over time. In a broiler house, renewed inputs of manure and water spillage, in addition to bird activity disrupting the litter surface, would likely maintain continuous and variable NH3 emissions. The largest mean N recovered, 13 mg, occurred on d 3. The daily standard deviation of the N released from the samples remained relatively constant during the experiment, ranging from 0.6 mg of N initially to 0.4 mg of N in the latter part of the experiment (Figure 3Go). Considering the difficulty in determining litter emissions with an acceptable degree of accuracy and that the minimum N loss possible for the system to report is 0.13 mg of N [calculated from the titration equation given previously as the product of the least increment on the buret (0.1 mL), the HCl molarity (0.0906 mol/L), and the the molecular weight of N (14.01 g/mol)], this range of standard deviation in the litter samples seems reasonable for system substantiation.

The system has been used in several preliminary investigations of litter NH3 research. An earlier version of the CAT system was employed in a study investigating the differences among litter and cake emission potential [17]. Knowing that moisture is one of the drivers for NH3 volatilization in litter systems, initial studies were conducted to ascertain the differences among litter and cake samples when considering the breakup of cake, exposing moisture-rich surfaces [17]. Using 50-g samples, the study reported cumulative losses of just under 100 mg of N for litter and greater emission for cake (P = 0.0002), just over 250 mg of N, in a 24-d experiment.

Using the current system, a subsequent investigation of cake comparing 2 poultry houses on separate farms where one had reared 8 flocks and another had reared 18 flocks [18] showed that the farms were similar (P = 0.8895) for cumulative NH3 emissions. Interestingly, the pH (8.97 and 9.04) and moisture (40.9 and 40.7%) were very similar for the midhouse cake samples on both farms. Other results showed greater emission from broken up samples of the same mass (P = 0.0411) and greater emission from 50-g vs. 25-g samples (P = 0.0023) [18]. Both studies indicate that cake removal from broiler houses is a sound management practice in litter reuse systems.

Ultimately, new technologies and strategies for emission abatement are needed for both animal health and environmental protection. A recent study employed columns filled with activated carbon made from broiler litter to capture NH3 from litter samples in the CAT system [19]. The activated carbon made from broiler litter initially adsorbed 25% of the NH3 emitted. Column design improvements, product economic evaluation, and further preliminary investigations are needed, but the study presented prospective solution-oriented litter utilization. Also, the insertion of the carbon columns into the system demonstrates how the system can easily be modified to accommodate various research interests.

The function of this CAT system has been demonstrated in this paper by characterizing the results for a homogeneous litter sample allocated to all chambers. The CAT system provides a low-cost alternative for assessing treatment technologies by improving flow control in laboratory acid trap methods that have been used in previous studies [8, 9].


    CONCLUSIONS AND APPLICATIONS
 TOP
 SUMMARY
 DESCRIPTION OF PROBLEM
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 CONCLUSIONS AND APPLICATIONS
 REFERENCES AND NOTES
 

  1. The CAT system offers a simple system for quantifying NH3 losses for laboratory feasibility and mechanistic litter studies. The outlet port design economically provides precision air flow in a manner not previously reported.
  2. When reporting mean cumulative NH3 released from the homogeneous litter samples, the data followed a log trend and also revealed a relative standard deviation between 6.3 and 2.6%, decreasing with time.
  3. Daily NH3 losses increased through d 3 of the study and then decreased, which may be attributed to the sample drying within the chamber. The standard deviation of the litter NH3 released at each measurement day ranged from 0.6 to 0.4 mg of N.


    ACKNOWLEDGMENTS
 
We wish to acknowledge the following associates of US-DA-Agricultural Research Service (Mississippi State, MS): Stanley Malone for contributing the precision flow outlet port, Jerry Joe Hunt and Michael Wilson for manifold fabrication including design improvements, and Rhonda Cornelius for system maintenance and method development. This work would not have been possible without their dedication to the Genetics and Precision Agriculture Research Unit’s Air Quality Laboratory.


    FOOTNOTES
 
1 Mention of trade names or commercial products in this article is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the USDA. Back


    REFERENCES AND NOTES
 TOP
 SUMMARY
 DESCRIPTION OF PROBLEM
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 CONCLUSIONS AND APPLICATIONS
 REFERENCES AND NOTES
 

  1. EPA. 2004. Regional Priority AFO Science Question Synthesis Document. Workshop Review Draft. http://www.epa.gov/OSP/presentations/afo/s2_airemis.pdf Accessed April 2008.
  2. Ullman, J. L., S. Mukhtar, R. E. Lacey, and J. B. Carey. 2004. A review of literature concerning odors, ammonia, and dust from broiler production facilities: 4. Remedial management practices. J. Appl. Poult. Res. 13:521–531.[Abstract/Free Full Text]
  3. Carr, L. E., F. W. Wheaton, and L. W. Douglass. 1990. Empirical models to determine ammonia concentrations from broiler chicken litter. Trans. ASAE 33:1337–1342.[Web of Science]
  4. Elliott, H. A., and N. E. Collins. 1982. Factors affecting ammonia release in broiler houses. Trans. ASAE 25:413–418.[Web of Science]
  5. Gates, R. S., J. L. Taraba, N. S. Ferguson, and L. W. Turner. 1997. A technique for determining ammonia equilibrium and volatilization form broiler litter. Proceedings of the 1997 ASAE Annual International Meeting, Paper No. 974074, Minneapolis, MN. American Society of Agricultural and Biological Engineers, St. Joseph, MI.
  6. Miles, D. M., P. R. Owens, and D. E. Rowe. 2006. Spatial variability of litter gaseous flux within a commercial broiler house: Ammonia, nitrous oxide, carbon dioxide, and methane. Poult. Sci. 85:167–172.[Abstract/Free Full Text]
  7. Groot Koerkamp, P. W. G., and A. Elzing. 1996. Degradation of nitrogenous components in and volatilization of ammonia from litter in aviary housing systems for laying hens. Trans. ASAE 39:211–218.[Web of Science]
  8. Moore, P. A. Jr, T. C. Daniel, D. R. Edwards, and D. M. Miller. 1995. Effect of chemical amendments on ammonia volatilization from poultry litter. J. Environ. Qual. 24:293–300.[Abstract/Free Full Text]
  9. Moore, P. A. Jr, T. C. Daniel, D. R. Edwards, and D. M. Miller. 1996. Evaluation of chemical amendments to reduce ammonia volatilization from poultry litter. Poult. Sci. 75:315–320.[Web of Science][Medline]
  10. Kim, W. K., and P. H. Patterson. 2003. Effect of minerals on activity of microbial uricase to reduce ammonia volatilization in poultry manure. Poult. Sci. 82:223–231.[Abstract/Free Full Text]
  11. Clesceri, L. S., A. E. Greenberg, and A. D. Eaton. 1998. 2310 B titration method. Pages 2–24 and 2–25 in Standard Methods for the Examination of Water and Wastewater. United Book Press Inc., Baltimore, MD.
  12. A detailed materials list and schematic can be obtained from the author of correspondence by request.
  13. Flow Tracker 1000, Agilent Technologies, Santa Clara, CA.
  14. Boric Acid Indicator Solution. The instructions below are given for preparing a 6-L volume of 0.32 M H3BO3 solution for filling the traps at the test start and at each titration. This quantity provides enough solution for 2 titrations so that two 6-L batches are made about every other day for the first few days of an experiment. (1) Weigh out 120 g of granular H3BO3. (2) Add 5.5 L of DDI water to a 6-L Erlenmeyer flask. Add H3BO3 from step 1. (3) Add 120 mL of ethanol indicator solution to the same 6-L flask. (A 250-mL volumetric flask is used to make the indicator by combining 0.2475 g of bromocresol green, 0.1650 g of methyl red, and bringing to 250 mL with 95% ethanol.) (4) Add 5 mL of 0.1 N NaOH. [Using a 100-mL volumetric flask, fill with 60 mL of DDI H2O then add 1 mL of NaOH (10 N). Bring to 100 mL with DDI H2O, inverting several times to mix.] (5) Bring to 6 L with DDI water. Insert large magnetic stir bar; stir until all granules are dissolved. Final color should be dark red. Fisher Scientific (Waltham, MA) catalog numbers follow the chemical names of solution components: boric acid indicator [boric acid crystal, A78-10; bromocresol green, B-383; ethanol (CDA 19 denatured), A406P; methyl red (acid-free), M-296; sodium hydroxide 10N, SS255-1)]; titration acid [hydrochloric acid (trace metal grade), A508SK-212]; acid standardization [sodium carbonate (anhydrous/powder, certified American Chemical Society), S263–500].
  15. Hydrochloric acid. In a 1,000-mL volumetric flask, add approximately 900 mL of DDI H2O. Add 8.3 mL of concentrated HCl, cover, and invert to mix. Bring to 1,000 mL with DDI H2O, cover, and invert several times to thoroughly mix.
  16. Miles, D. M., D. E. Rowe, P. R. Owens, P. A. Moore Jr., and D. R. Smith. 2007. Cumulative ammonia quantification from litter with instantaneous flux estimates. Page 54 in International Poultry Scientific Forum Abstracts. US Poultry & Egg Association, Tucker, GA.
  17. Miles, D. M., P. R. Owens, D. E. Rowe, and P. A. Moore Jr. 2006. Ammonia volatilization from broiler litter and cake via a laboratory acid trap system. Page 41 in International Poultry Scientific Forum Abstracts. US Poultry & Egg Association, Tucker, GA.
  18. Miles, D. M. 2006. Broiler cake potential to emit ammonia. Pages 59–63 in Proceedings of the National Poultry Waste Management Symposium. National Poultry Waste Management Symposium Committee, Auburn, AL.
  19. Fitzmorris, K., D. Miles, and I. Lima. 2007. Efficacy of activated carbon from broiler litter in the removal of litter generated ammonia. Proceedings of the ASABE International Symposium on Air Quality and Waste Management for Agriculture, Paper No. 031_046. American Society of Agricultural and Biological Engineers, St. Joseph, MI.




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