1
|
Biswas S, Philip I, Jayaram S, Sarojini S. Endophytic bacteria Klebsiella spp. and Bacillus spp. from Alternanthera philoxeroides in Madiwala Lake exhibit additive plant growth-promoting and biocontrol activities. J Genet Eng Biotechnol 2023; 21:153. [PMID: 38030944 PMCID: PMC10686955 DOI: 10.1186/s43141-023-00620-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 11/14/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND The worldwide increase in human population and environmental damage has put immense pressure on the overall global crop production making it inadequate to feed the entire population. Therefore, the need for sustainable and environment-friendly practices to enhance agricultural productivity is a pressing priority. Endophytic bacteria with plant growth-promoting ability and biocontrol activity can strongly enhance plant growth under changing environmental biotic and abiotic conditions. Herein, we isolated halotolerant endophytic bacteria from an aquatic plant, Alternanthera philoxeroides, from the polluted waters of Madiwala Lake in Bangalore and studied their plant growth promotion (PGP) and biocontrol ability for use as bioinoculant. RESULTS The isolated bacterial endophytes were screened for salt tolerance ranging from 5 to 15% NaCl concentration. Klebsiella pneumoniae showed halotolerant up to 10% NaCl and Bacillus amyloliquefaciens and Bacillus subtilis showed up to 15%. All three strains demonstrated good PGP abilities such as aminocyclopropane-1-carboxylic acid (ACC) deaminase activity, phosphate solubilization, ammonia production, and nitrogen fixation. In addition, K. pneumoniae also exhibited high indoleacetic acid (IAA) production (195.66 ± 2.51 µg/ml) and potassium solubilization (2.13 ± 0.07 ppm). B. amyloliquefaciens and B. subtilis showed good extracellular enzyme production against cellulase, lipase, protease, and amylase. Both the isolates showed a broad spectrum of antimicrobial activity against the tested organisms. The optimization of IAA production by K. pneumoniae was done by the response surface methodology (RSM) tool. Characterization of IAA produced by the isolate was done by gas chromatography-mass spectrometry (GCMS) analysis. The enhanced plant growth-promoting ability of K. pneumoniae was also demonstrated using various growth parameters in a pot trial experiment using the seeds of Vigna unguiculata. CONCLUSION The isolated bacterial endophytes reported in this study can be utilized as PGP promotion and biocontrol agents in agricultural applications, to enhance crop yield under salinity stress. The isolate K. pneumoniae may be used as a biofertilizer in sustainable agriculture and more work can be done to optimize the best formulations for its application as a microbial inoculant for crops.
Collapse
Affiliation(s)
- Soma Biswas
- Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India
| | - Indhu Philip
- Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India
| | - Saranya Jayaram
- Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India
| | - Suma Sarojini
- Department of Life Sciences, CHRIST (Deemed to Be University), Bangalore-29, India.
| |
Collapse
|
2
|
Mushtaq S, Shafiq M, Tariq MR, Sami A, Nawaz-ul-Rehman MS, Bhatti MHT, Haider MS, Sadiq S, Abbas MT, Hussain M, Shahid MA. Interaction between bacterial endophytes and host plants. FRONTIERS IN PLANT SCIENCE 2023; 13:1092105. [PMID: 36743537 PMCID: PMC9890182 DOI: 10.3389/fpls.2022.1092105] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 12/22/2022] [Indexed: 05/14/2023]
Abstract
Endophytic bacteria are mainly present in the plant's root systems. Endophytic bacteria improve plant health and are sometimes necessary to fight against adverse conditions. There is an increasing trend for the use of bacterial endophytes as bio-fertilizers. However, new challenges are also arising regarding the management of these newly discovered bacterial endophytes. Plant growth-promoting bacterial endophytes exist in a wide host range as part of their microbiome, and are proven to exhibit positive effects on plant growth. Endophytic bacterial communities within plant hosts are dynamic and affected by abiotic/biotic factors such as soil conditions, geographical distribution, climate, plant species, and plant-microbe interaction at a large scale. Therefore, there is a need to evaluate the mechanism of bacterial endophytes' interaction with plants under field conditions before their application. Bacterial endophytes have both beneficial and harmful impacts on plants but the exact mechanism of interaction is poorly understood. A basic approach to exploit the potential genetic elements involved in an endophytic lifestyle is to compare the genomes of rhizospheric plant growth-promoting bacteria with endophytic bacteria. In this mini-review, we will be focused to characterize the genetic diversity and dynamics of endophyte interaction in different host plants.
Collapse
Affiliation(s)
- Sehrish Mushtaq
- Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Muhammad Shafiq
- Department of Horticulture, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Muhammad Rizwan Tariq
- Department of Food Science, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Adnan Sami
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Muhammad Shah Nawaz-ul-Rehman
- Virology Lab, Centre of Agricultural Biochemistry and Biotechnology (CABB), University of Agriculture Faisalabad Pakistan, Faisalabad, Pakistan
| | | | | | - Saleha Sadiq
- Institute of Biochemistry, Biotechnology, and Bioinformatics (IBBB), The Islamia University of Bahawalpur, Bahawalpur, Pakistan
| | - Muhammad Taqqi Abbas
- Department of Plant Pathology, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Mujahid Hussain
- Horticultural Science Department, North Florida Research and Education Center, University of Florida/IFAS, Quincy, FL, United States
| | - Muhammad Adnan Shahid
- Horticultural Science Department, North Florida Research and Education Center, University of Florida/IFAS, Quincy, FL, United States
| |
Collapse
|
3
|
Shaaban MT, Abdelhamid RM, Zayed M, Ali SM. Evaluation of a new antimicrobial agent production (RSMM C3) by using metagenomics approaches from Egyptian marine biota. BIOTECHNOLOGY REPORTS 2022; 34:e00706. [PMID: 35686002 PMCID: PMC9171440 DOI: 10.1016/j.btre.2022.e00706] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 01/22/2022] [Accepted: 01/24/2022] [Indexed: 11/24/2022]
Abstract
Metagenomics technique has the ability for production of novel antimicrobial agents. Marine sediment samples from Alexandria used as a source for production of novel antimicrobial agents. Activity of the RSMM C3 antimicrobial agent was a wide spectrum towards different microorganisms. Molecular analysis and characterization of RSMM C3 antimicrobial agent ensure novelty.
Diseases and epidemics in the current days need new types of antibiotics in order to be able to eliminate them. The goal of this research is to use metagenomics to identify isolated utilitarian gene (s) as antimicrobial specialists. Collection of diverse locations from sea sediment samples from Alexandria and extraction of total DNA, restriction enzyme fragmentation, cloning into pUC19 vector, and expression of the isolated gene(s) in E. coli DH5α were all part of the process. Characterization of Antimicrobial agent was done for the best clone for antimicrobial agent's production to detect efficiency, optimum pH, thermal stability, pH stability, effect of different compounds on antimicrobial activity, and residual activity of product after preservation in room temperature. Amino acid sequence of RSMM C3 gene (1250 bp) was 72% identity with Herbaspirillum sp. The ideal temperature level of the RSMM C3 antimicrobial agent production was 36 °C. The antimicrobial agent RSMM C3′s stability was stable at -20 °Celsius for up to two months without thawing. The antibacterial agent RSMM C3 was stable at 4 °C for 14 days without loss in activity. The ideal pH level of the RSMM C3 antimicrobial agent was 6. Remain activity was gradually decreased at pH 5, 6, 6.5 and 7 (86.1, 96.9, 97.2 and 94.9%, respectively). On the other hand, residual activity was (92 and 84%) at (pH 7.5 and 8) for 8 days. The tested antimicrobial RSMM C3 was stable against 1 mM of different compounds (DMSO, Glycerol, NaCl, CaCl2, MgCl2, ZnCl2, FeSO4, MnSO4 and CuSO4). The research provides for the Metagenomics technique that has the ability for the production of novel antimicrobial agents produced by clone RSMM C3 which has a wide spectrum activity towards different microorganisms comparing to other antibiotics as Ampicillin and Tetracycline.
Collapse
Affiliation(s)
- Mohamed T Shaaban
- Botany and Microbiology Department, Menoufia University, Shebin El-Kom, Egypt
| | - Reham M Abdelhamid
- Botany and Microbiology Department, Menoufia University, Shebin El-Kom, Egypt
- Genetic Engineering and Biotechnology Research Institute (GEBRI), City of Scientific Research and Technological Applications, Alexandria, Egypt
| | - Muhammad Zayed
- Botany and Microbiology Department, Menoufia University, Shebin El-Kom, Egypt
| | - Safaa M Ali
- Department of Nucleic Acid Research, Genetic Engineering and Biotechnology Research Institute (GEBRI), City of Scientific Research and Technological Applications, Alexandria, Egypt
| |
Collapse
|
4
|
Padda KP, Puri A, Nguyen NK, Philpott TJ, Chanway CP. Evaluating the rhizospheric and endophytic bacterial microbiome of pioneering pines in an aggregate mining ecosystem post-disturbance. PLANT AND SOIL 2022; 474:213-232. [PMID: 35698622 PMCID: PMC9184430 DOI: 10.1007/s11104-022-05327-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 02/02/2022] [Indexed: 06/15/2023]
Abstract
AIMS Despite little soil development and organic matter accumulation, lodgepole pine (Pinus contorta var. latifolia) consistently shows vigorous growth on bare gravel substrate of aggregate mining pits in parts of Canadian sub-boreal forests. This study aimed to investigate the bacterial microbiome of lodgepole pine trees growing at an unreclaimed gravel pit in central British Columbia and suggest their potential role in tree growth and survival following mining activity. METHODS We characterized the diversity, taxonomic composition, and relative abundance of bacterial communities in rhizosphere and endosphere niches of pine trees regenerating at the gravel pit along with comparing them with a nearby undisturbed forested site using 16S rRNA high-throughput sequencing. Additionally, the soil and plant nutrient contents at both sites were also analyzed. RESULTS Although soil N-content at the gravel pit was drastically lower than the forest site, pine tissue N-levels at both sites were identical. Beta-diversity was affected by site and niche-type, signifying that the diversity of bacterial communities harboured by pine trees was different between both sites and among various plant-niches. Bacterial alpha-diversity was comparable at both sites but differed significantly between belowground and aboveground plant-niches. In terms of composition, pine trees predominantly associated with taxa that appear plant-beneficial including phylotypes of Rhizobiaceae, Acetobacteraceae, and Beijerinckiaceae at the gravel pit and Xanthobacteraceae, Acetobacteraceae, Beijerinckiaceae and Acidobacteriaceae at the forest site. CONCLUSIONS Our results suggest that, following mining activity, regenerating pine trees recruit bacterial communities that could be plant-beneficial and support pine growth in an otherwise severely N-limited disturbed environment. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s11104-022-05327-2.
Collapse
Affiliation(s)
- Kiran Preet Padda
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, BC Canada
| | - Akshit Puri
- Present Address: School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland
- UCD Earth Institute, University College Dublin, Belfield, Dublin 4, Ireland
| | | | - Timothy J. Philpott
- British Columbia Ministry of Forests, Lands and Natural Resource Operations, Williams Lake, BC Canada
| | - Chris P. Chanway
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, BC Canada
| |
Collapse
|
5
|
Modi D, Simard S, Lavkulich L, Hamelin RC, Grayston SJ. Stump removal and tree species composition promote a bacterial microbiome that may be beneficial in the suppression of root disease. FEMS Microbiol Ecol 2021; 97:5923548. [PMID: 33053177 DOI: 10.1093/femsec/fiaa213] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 10/12/2020] [Indexed: 01/04/2023] Open
Abstract
Stumping is an effective forest management practice for reducing the incidence of Armillaria root-rot in regenerating trees, but its impact on the soil bacterial community has not been ascertained. This study investigated the long-term impact of stumping and tree species composition in a 48-year-old trial at Skimikin, British Columbia, on the relative abundance, diversity and taxonomic composition of bacterial communities by sequencing the v4 region of 16S rRNA gene using the Illumina Miseq platform. A total of 108 samples were collected from the forest floor (fermented (F) and humus (H) layers) and mineral soil (A (0-10 cm) and B (10-20 cm) horizons) of 36 plots (half each stumped or unstumped) that were planted with pure stands and admixtures of Douglas-fir, western redcedar and paper birch. Bacterial α-diversity in the B horizon declined with stumping whereas β-diversity was affected both by tree species and stumping treatments, with fir and birch supporting distinct bacterial communities. All horizons of stumped plots of birch and its admixtures were significantly enriched with potential plant growth-promoting bacteria. In conclusion, stumping along with planting birch alone or in admixture with other species promotes a bacterial microbiome that appears beneficial in the suppression of root disease.
Collapse
Affiliation(s)
- Dixi Modi
- Department of Soil Science, Land and Food Systems, University of British Columbia, 248-2357 Main Mall, Vancouver, BC V6T 1Z4BC V6T 1Z4s Canada
| | - Suzanne Simard
- Department of Forest and Conservation Sciences, University of British Columbia, 3041-2424 Main Mall, Vancouver, BC V6T 1Z4, Canada
| | - Les Lavkulich
- Department of Soil Science, Land and Food Systems, University of British Columbia, 248-2357 Main Mall, Vancouver, BC V6T 1Z4BC V6T 1Z4 Canada
| | - Richard C Hamelin
- Department of Forest and Conservation Sciences, University of British Columbia, 3041-2424 Main Mall, Vancouver, BC V6T 1Z4, Canada
| | - Sue J Grayston
- Department of Forest and Conservation Sciences, University of British Columbia, 3041-2424 Main Mall, Vancouver, BC V6T 1Z4, Canada
| |
Collapse
|
6
|
Puri A, Padda KP, Chanway CP. Sustaining the growth of Pinaceae trees under nutrient-limited edaphic conditions via plant-beneficial bacteria. PLoS One 2020; 15:e0238055. [PMID: 32845898 PMCID: PMC7449467 DOI: 10.1371/journal.pone.0238055] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Accepted: 08/10/2020] [Indexed: 11/19/2022] Open
Abstract
Lodgepole pine, a prominent Pinaceae tree species native to western North America, is well-known for its ability to thrive in highly disturbed and degraded areas. One such area is the Sub-Boreal Pine-Spruce xeric-cold (SBPSxc) region in British Columbia, Canada, which is characterized by weakly-developed, parched soils that lack an organic forest floor and essential plant-available nutrients. We hypothesized that plant growth-promoting bacteria could play a significant role in sustaining the growth of lodgepole pine trees in the SBPSxc region. Testing this hypothesis, we evaluated plant growth-promoting abilities of six endophytic bacterial strains previously isolated from lodgepole pine trees growing in this region. These bacterial strains significantly enhanced the length and biomass of their natural host (lodgepole pine) as well as a foreign host (hybrid white spruce) in a 540-day long greenhouse trial. This growth stimulation could be linked to the diverse plant growth-promoting (PGP) abilities detected in these strains using in vitro assays for inorganic/organic phosphate-solubilization, siderophore production IAA production, ACC deaminase activity, lytic enzymes (chitinase, β-1,3-glucanase, protease, and cellulase) activity, ammonia production and catalase activity. ACC deaminase activity was also detected in vivo for all strains using ethylene-sensitive plants–canola and tomato. Notably, strains belonging to the Burkholderiaceae family (HP-S1r, LP-R1r and LP-R2r) showed the greatest potential in all PGP assays and enhanced pine and spruce seedling length and biomass by up to 1.5-fold and 4-fold, respectively. Therefore, such bacterial strains with multifarious PGP abilities could be crucial for survival and growth of lodgepole pine trees in the SBPSxc region and could potentially be utilized as bioinoculant for Pinaceae trees in highly disturbed and nutrient-poor ecosystems.
Collapse
Affiliation(s)
- Akshit Puri
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, British Columbia, Canada
- * E-mail:
| | - Kiran Preet Padda
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Chris P. Chanway
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|
7
|
Quiñones-Muñoz TA, Villares-Bueno AM, Hernández-Ramírez G, Hernández-Martínez R, Lizardi-Jiménez MA, Bocanegra-García V. Bacillus spp. characterization and his intervention as a possible non-traditional etiology of chronic renal insufficiency in Tierra Blanca, Veracruz, Mexico. Sci Rep 2020; 10:4321. [PMID: 32152352 PMCID: PMC7062724 DOI: 10.1038/s41598-020-61313-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 02/18/2020] [Indexed: 11/15/2022] Open
Abstract
Environmental, socioeconomic, educational, custom, occupation, and native pathogen microbiota factors have been identified as unique etiological factors by region for chronic renal insufficiency (CRI). In the region of Tierra Blanca, Veracruz, there is a significant incidence of CRI. The objective of this research was to identify the presence of the genus Bacillus spp. and its kinetic characterization for recognition as a possible non-traditional etiology of CRI in the region. The methodology included the isolation and morphological, biochemical, molecular and kinetic characterization of strains of the genus Bacillus spp. and an analysis of factors that indicate that their presence could affect the occupational health of the population, prompting cases of CRI. The presence of Bacillus cereus (pathogenic strain for humans) was established (biochemical identification, similarity 99%, by 16S rRNA gene) in sugarcane crops, mainly in the MEX-69-290 variety, with the higher growth rate and lower lag phase, compared to the other isolates. The strains are reported as a potential danger of direct infection and a risk factor for the indirect development of CRI, in the non-traditional cause modality, in the sugarcane fields. It is recommended that committed actions be undertaken to protect and promote the health of the population.
Collapse
Affiliation(s)
- T A Quiñones-Muñoz
- Consejo Nacional de Ciencia y Tecnología (CONACYT) - Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco, A.C. (CIATEJ) (Centro de Investigación y Desarrollo en Agrobiotecnología Alimentaria, CIDEA). Ciudad del Conocimiento y la Cultura de Hidalgo. Boulevard Santa Catarina S/N, Santiago Tlapacoya, San Agustín Tlaxiaca, Hidalgo, CP. 42163, México.
| | - A M Villares-Bueno
- Tecnológico Nacional de México/I.T. Superior de Tierra Blanca, Av. Veracruz. S/N, Col. PEMEX, Tierra Blanca, Veracruz, C.P. 95180, México
| | - G Hernández-Ramírez
- Tecnológico Nacional de México/I.T. Superior de Tierra Blanca, Av. Veracruz. S/N, Col. PEMEX, Tierra Blanca, Veracruz, C.P. 95180, México
| | - R Hernández-Martínez
- Consejo Nacional de Ciencia y Tecnología (CONACYT) - Colegio de Postgraduados. Campus Córdoba. Laboratorio de Biotecnología Microbiana. Km. 348 Carretera Federal Córdoba-Veracruz, Congregación Manuel León, Municipio de Amatlán de los Reyes, Ver., C.P. 94946, México
| | - M A Lizardi-Jiménez
- Consejo Nacional de Ciencia y Tecnología (CONACYT) - Universidad Autónoma de San Luis Potosí, Sierra Leona 550, Lomas 2da Secc., 78210, San Luis Potosí, México
| | - V Bocanegra-García
- Instituto Politécnico Nacional (IPN). Centro de Biotecnología Genómica. Boulevard del Maestro. S/N, esq. Elías Piña, Col. Narciso Mendoza, Reynosa, Tamaulipas, C.P. 88710, México
| |
Collapse
|
8
|
Padda KP, Puri A, Chanway C. Endophytic nitrogen fixation – a possible ‘hidden’ source of nitrogen for lodgepole pine trees growing at unreclaimed gravel mining sites. FEMS Microbiol Ecol 2019; 95:5606785. [DOI: 10.1093/femsec/fiz172] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 10/23/2019] [Indexed: 01/19/2023] Open
Abstract
ABSTRACTLodgepole pine (Pinus contorta var. latifolia) trees have been thriving on unreclaimed gravel mining sites in British Columbia, Canada, with tissue nitrogen-content and growth-rate unaffected by extremely low soil nitrogen-levels. This indicates that pine trees could be accessing a hidden nitrogen source to fulfill their nitrogen requirements – possibly via endophytic nitrogen-fixation. Endophytic bacteria originally isolated from native pine trees growing at gravel sites were selected (n = 14) for in vitro nitrogen-fixation assays and a year long greenhouse study to test the overall hypothesis that naturally occurring endophytic nitrogen-fixing bacteria sustain pine tree growth under nitrogen-limited conditions. Each of the 14 bacteria colonized the internal tissues of pine trees in the greenhouse study and fixed significant amounts of nitrogen from atmosphere (23%–53%) after one year as estimated through 15N isotope dilution assay. Bacterial inoculation also significantly enhanced the length (31%–64%) and biomass (100%–311%) of pine seedlings as compared to the non-inoculated control treatment. In addition, presence of the nifH gene was confirmed in all 14 bacteria. Our results support the possibility that pine trees associate with nitrogen-fixing bacteria, capable of endophytic colonization, to survive at unreclaimed gravel mining pits and this association could potentially be utilized for effective reclamation of highly disturbed sites in a sustainable manner.
Collapse
Affiliation(s)
- Kiran Preet Padda
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Akshit Puri
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Chris Chanway
- Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada
- Faculty of Forestry, The University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|