1
|
Rojas-Castillo OA, Kepfer Rojas S, Juen L, Montag LFDA, Carvalho FG, Mendes TP, Chua KWJ, Wilkinson CL, Amal MNA, Fahmi-Ahmad M, Jacobsen D. Meta-analysis contrasting freshwater biodiversity in forests and oil palm plantations with and without riparian buffers. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2024; 38:e14172. [PMID: 37650444 DOI: 10.1111/cobi.14172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 08/01/2023] [Accepted: 08/14/2023] [Indexed: 09/01/2023]
Abstract
The expansion of oil palm plantations has led to land-use change and deforestation in the tropics, which has affected biodiversity. Although the impacts of the crop on terrestrial biodiversity have been extensively reviewed, its effects on freshwater biodiversity remain relatively unexplored. We reviewed the research assessing the impacts of forest-to-oil palm conversion on freshwater biota and the mitigating effect of riparian buffers on these impacts. We searched for studies comparing taxa richness, species abundance, and community composition of macroinvertebrates, amphibians, and fish in streams in forests (primary and disturbed) and oil palm plantations with and without riparian buffers. Then, we conducted a meta-analysis to quantify the overall effect of the land-use change on the 3 taxonomic groups. Twenty-nine studies fulfilled the inclusion criteria. On average, plantations lacking buffers hosted 44% and 19% fewer stream taxa than primary and disturbed forests, respectively. Stream taxa on plantations with buffers were 24% lower than in primary forest and did not differ significantly from disturbed forest. In contrast, stream community composition differed between forests and plantations regardless of the presence of riparian buffers. These differences were attributed to agrochemical use and altered environmental conditions in the plantations, including temperature changes, worsened water conditions, microhabitat loss, and food and shelter depletion. On aggregate, abundance did not differ significantly among land uses because increases in generalist species offset the population decline of vulnerable forest specialists in the plantation. Our results reveal significant impacts of forest-to-oil palm conversion on freshwater biota, particularly taxa richness and composition (but not aggregate abundance). Although preserving riparian buffers in the plantations can mitigate the loss of various aquatic species, it cannot conserve primary forest communities. Therefore, safeguarding primary forests from the oil palm expansion is crucial, and further research is needed to address riparian buffers as a promising mitigation strategy in agricultural areas.
Collapse
Affiliation(s)
- Oscar Alberto Rojas-Castillo
- Freshwater Biology Section, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Sebastian Kepfer Rojas
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Leandro Juen
- Laboratório de Ecologia e Conservação, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | | | | | - Thiago Pereira Mendes
- Programa de Pós-Graduação em Agricultura e Ambiente, Laboratório de Ciências Ambientais e Biodiversidade, Universidade Estadual do Maranhão, São Luís, Brazil
| | - Kenny Wei Jie Chua
- Department of Biological Sciences, National University of Singapore, Singapore, Republic of Singapore
| | - Clare L Wilkinson
- Department of Biological Sciences, National University of Singapore, Singapore, Republic of Singapore
| | | | - Muhammad Fahmi-Ahmad
- Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, Kuala Terengganu, Malaysia
| | - Dean Jacobsen
- Freshwater Biology Section, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
2
|
Rojas-Castillo OA, Kepfer-Rojas S, Vargas N, Jacobsen D. Forest buffer-strips mitigate the negative impact of oil palm plantations on stream communities. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 873:162259. [PMID: 36801315 DOI: 10.1016/j.scitotenv.2023.162259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/07/2023] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
The global area cultivated with oil palm has doubled in the past two decades, causing deforestation, land-use change, freshwater pollution, and species loss in tropical ecosystems worldwide. Despite the palm-oil industry been linked to severe deterioration of freshwater ecosystems, most studies have focused on terrestrial environments, while freshwaters have been significantly less studied. We evaluated these impacts by contrasting freshwater macroinvertebrate communities and habitat conditions in 19 streams from primary forests (7), grazing lands (6), and oil palm plantations (6). In each stream, we measured environmental characteristics, e.g., habitat composition, canopy cover, substrate, water temperature, and water quality; and we identified and quantified the assemblage of macroinvertebrates. Streams in oil palm plantations lacking riparian forest strips showed warmer and more variable temperatures, higher turbidity, lower silica content, and poorer macroinvertebrate taxon richness than primary forests. Grazing lands showed higher conductivity and temperature, and lower dissolved oxygen and macroinvertebrate taxon richness than primary forests. In contrast, streams in oil palm plantations that conserved a riparian forest, showed a substrate composition, temperature, and canopy cover more similar to the ones in primary forests. These habitat improvements by riparian forests in the plantations increased macroinvertebrate taxon richness and maintained a community resembling more the one in primary forests. Therefore, the conversion of grazing lands (instead of primary forests) to oil palm plantations can increase freshwater taxon richness only if riparian native forests are safeguarded.
Collapse
Affiliation(s)
- O A Rojas-Castillo
- Freshwater Biology Section, Department of Biology, University of Copenhagen, Universitetsparken 4, third floor, 2100 Ø, CPH, Denmark; Escuela de Biología, Universidad de San Carlos, Ciudad Universitaria zona 12, Edificios T-10 y T-12, Guatemala.
| | - S Kepfer-Rojas
- Forest, Nature and Biomass Section, Department of Geosciences and Natural Resource Management, University of Copenhagen, Rolighedsvej, 23 1958 Frederiksberg C, Denmark
| | - N Vargas
- Centro de Estudios del Mar y Acuicultura, Universidad de San Carlos, Ciudad Universitaria zona 12, Edificio T-14, Guatemala; Escuela de Biología, Universidad de San Carlos, Ciudad Universitaria zona 12, Edificios T-10 y T-12, Guatemala
| | - D Jacobsen
- Freshwater Biology Section, Department of Biology, University of Copenhagen, Universitetsparken 4, third floor, 2100 Ø, CPH, Denmark
| |
Collapse
|
3
|
Pashkevich MD, Luke SH, Aryawan AAK, Waters HS, Caliman J, Dupérré N, Naim M, Potapov AM, Turner EC. Riparian buffers made of mature oil palms have inconsistent impacts on oil palm ecosystems. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2022; 32:e2552. [PMID: 35112418 PMCID: PMC9286838 DOI: 10.1002/eap.2552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 08/09/2021] [Accepted: 09/16/2021] [Indexed: 06/14/2023]
Abstract
Expansion of oil palm has caused widespread declines in biodiversity and changes in ecosystem functioning across the tropics. A major driver of these changes is loss of habitat heterogeneity as forests are converted into oil palm plantations. Therefore, one strategy to help support biodiversity and functioning in oil palm is to increase habitat heterogeneity, for instance, by retaining forested buffers around rivers when new plantations are established, or maintaining buffers made of mature oil palms ("mature palm buffers") when old plantations are replanted. While forested buffers are known to benefit oil palm systems, the impacts of mature palm buffers are less certain. In this study, we assessed the benefits of mature palm buffers, which were being passively restored (in this case, meaning that buffers were treated with no herbicides, pesticides, or fertilizers) by sampling environmental conditions and arthropods within buffers and in surrounding non-buffer areas (i.e., areas that were 25 and 125 m from buffers, and receiving normal business-as-usual management) across an 8-year chronosequence in industrial oil palm plantations (Sumatra, Indonesia). We ask (1) Do environmental conditions and biodiversity differ between buffer and non-buffer areas? (2) Do buffers affect environmental conditions and biodiversity in adjacent non-buffer areas (i.e., areas that were 25 m from buffers)? (3) Do buffers become more environmentally complex and biodiverse over time? We found that buffers can have environmental conditions (canopy openness, variation in openness, vegetation height, ground cover, and soil temperature) and levels of arthropod biodiversity (total arthropod abundance and spider abundance in the understory and spider species-level community composition in all microhabitats) that are different from those in non-buffer areas, but that these differences are inconsistent across the oil palm commercial life cycle. We also found that buffers might contribute to small increases in vegetation height and changes in ground cover in adjacent non-buffer areas, but do not increase levels of arthropod biodiversity in these areas. Finally, we found that canopy openness, variation in openness, and ground cover, but no aspects of arthropod biodiversity, change within buffers over time. Collectively, our findings indicate that mature palm buffers that are being passively restored can have greater environmental complexity and higher levels of arthropod biodiversity than non-buffer areas, particularly in comparison to recently replanted oil palm, but these benefits are not consistent across the crop commercial life cycle. If the goal of maintaining riparian buffers is to consistently increase habitat heterogeneity and improve biodiversity, an alternative to mature palm buffers or a move toward more active restoration of these areas is, therefore, probably required.
Collapse
Affiliation(s)
| | - Sarah H. Luke
- Insect Ecology Group, Department of ZoologyUniversity of CambridgeCambridgeUK
| | | | - Helen S. Waters
- Insect Ecology Group, Department of ZoologyUniversity of CambridgeCambridgeUK
- School of GeosciencesUniversity of EdinburghEdinburghUK
| | - Jean‐Pierre Caliman
- Sinar Mas Agro Resources and Technology Research Institute (SMARTRI)PekanbaruIndonesia
| | | | - Mohammad Naim
- Sinar Mas Agro Resources and Technology Research Institute (SMARTRI)PekanbaruIndonesia
| | - Anton M. Potapov
- J.F. Blumenbach Institute of Zoology and AnthropologyUniversity of GoettingenGoettingenGermany
| | - Edgar C. Turner
- Insect Ecology Group, Department of ZoologyUniversity of CambridgeCambridgeUK
| |
Collapse
|
4
|
Tropical wetlands and land use changes: The case of oil palm in neotropical riverine floodplains. PLoS One 2022; 17:e0266677. [PMID: 35550633 PMCID: PMC9098095 DOI: 10.1371/journal.pone.0266677] [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: 08/18/2021] [Accepted: 03/24/2022] [Indexed: 11/24/2022] Open
Abstract
Oil palm plantations are expanding in Latin America due to the global demand for food and biofuels, and much of this expansion has occurred at expense of important tropical ecosystems. Nevertheless, there is limited knowledge about effects on aquatic ecosystems near to oil palm-dominated landscapes. In this study, we used Landsat 7 ETM+, Landsat 8 OLI imagery and high-resolution images in Google Earth to map the current extent of oil palm plantations and determined prior land use land cover (LULC) in the Usumacinta River Basin as a case-study site. In addition, we assess the proximity of the crop with aquatic ecosystems distributed in the Usumacinta floodplains and their potential effects. Based on our findings, the most significant change was characterized by the expansion of oil palm crop areas mainly at expenses of regional rainforest and previously intervened lands (e.g. secondary vegetation and agriculture). Although aquatic ecosystem class (e.g. rivers, lagoons and channels) decreased in surface around 3% during the study period (2001–2017), the change was not due to the expansion of oil palm lands. However, we find that more than 50% of oil palm cultivations are near (between 500 and 3000 m) to aquatic ecosystems and this could have significant environmental impacts on sediment and water quality. Oil palm crops tend to spatially concentrate in the Upper Usumacinta ecoregion (Guatemala), which is recognized as an area of important fish endemism. We argue that the basic information generated in this study is essential to have better land use decision-making in a region that is relative newcomer to oil palm boom.
Collapse
|
5
|
Zuercher GL, Jackson L, Edds DR, Miller JC, Satterlee SA, Butler A, Pinto FR, Fernandez S, Velazquez MC, Koch DE, Schwartz P. Ichthyofaunal diversity in the upper Jejuí River watershed in eastern Paraguay. NEOTROPICAL BIODIVERSITY 2022. [DOI: 10.1080/23766808.2022.2061299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Gerald L. Zuercher
- Department of Natural and Applied Sciences, University of Dubuque, Dubuque, Iowa, USA
| | - Lee Jackson
- Niabi Zoological Park, Coal Valley, Illinois, USA
| | - David R. Edds
- Department of Biological Sciences, Emporia State University, Emporia, Kansas, USA
| | - Jeffrey C. Miller
- Department of Natural and Applied Sciences, University of Dubuque, Dubuque, Iowa, USA
| | - S. Andrew Satterlee
- Department of Natural and Applied Sciences, University of Dubuque, Dubuque, Iowa, USA
| | - Alan Butler
- Department of Natural and Applied Sciences, University of Dubuque, Dubuque, Iowa, USA
| | - Fredy Ramirez Pinto
- Fundación Moisés Bertoni, Prócer Carlos Argüello No. 208, Asunción, Paraguay
| | - Sixto Fernandez
- Fundación Moisés Bertoni, Prócer Carlos Argüello No. 208, Asunción, Paraguay
| | - Myriam C. Velazquez
- Fundación Moisés Bertoni, Prócer Carlos Argüello No. 208, Asunción, Paraguay
| | - David E. Koch
- Department of Natural and Applied Sciences, University of Dubuque, Dubuque, Iowa, USA
| | - Phylicia Schwartz
- Department of Natural and Applied Sciences, University of Dubuque, Dubuque, Iowa, USA
| |
Collapse
|
6
|
Montejo‐Kovacevich G, Marsh CJ, Smith SH, Peres CA, Edwards DP. Riparian reserves protect butterfly communities in selectively logged tropical forest. J Appl Ecol 2022. [DOI: 10.1111/1365-2664.14162] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | - Charles J. Marsh
- Department of Ecology and Evolutionary Biology Yale University New Haven CT USA
- Center for Biodiversity and Global Change Yale University New Haven CT USA
| | - Sophie H. Smith
- Ecology and Evolutionary Biology School of Biosciences, University of Sheffield Sheffield UK
| | - Carlos A. Peres
- School of Environmental Sciences University of East Anglia Norwich UK
| | - David P. Edwards
- Ecology and Evolutionary Biology School of Biosciences, University of Sheffield Sheffield UK
| |
Collapse
|
7
|
Mohd Hanafiah K, Abd Mutalib AH, Miard P, Goh CS, Mohd Sah SA, Ruppert N. Impact of Malaysian palm oil on sustainable development goals: co-benefits and trade-offs across mitigation strategies. SUSTAINABILITY SCIENCE 2022; 17:1639-1661. [PMID: 34667481 PMCID: PMC8517301 DOI: 10.1007/s11625-021-01052-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 09/28/2021] [Indexed: 05/10/2023]
Abstract
UNLABELLED Palm oil (PO) is an important source of livelihood, but unsustainable practices and widespread consumption may threaten human and planetary health. We reviewed 234 articles and summarized evidence on the impact of PO on health, social and economic aspects, environment, and biodiversity in the Malaysian context, and discuss mitigation strategies based on the sustainable development goals (SDGs). The evidence on health impact of PO is equivocal, with knowledge gaps on whether moderate consumption elevates risk for chronic diseases, but the benefits of phytonutrients (SDG2) and sensory characteristics of PO seem offset by its high proportion of saturated fat (SDG3). While PO contributes to economic growth (SDG9, 12), poverty alleviation (SDG1, 8, 10), enhanced food security (SDG2), alternative energy (SDG9), and long-term employment opportunities (SDG1), human rights issues and inequities attributed to PO production persist (SDG8). Environmental impacts arise through large-scale expansion of monoculture plantations associated with increased greenhouse gas emissions (SDG13), especially from converted carbon-rich peat lands, which can cause forest fires and annual trans-boundary haze; changes in microclimate properties and soil nutrient content (SDG6, 13); increased sedimentation and change of hydrological properties of streams near slopes (SDG6); and increased human wildlife conflicts, increase of invasive species occurrence, and reduced biodiversity (SDG14, 15). Practices such as biological pest control, circular waste management, multi-cropping and certification may mitigate negative impacts on environmental SDGs, without hampering progress of socioeconomic SDGs. While strategies focusing on improving practices within and surrounding plantations offer co-benefits for socioeconomic, environment and biodiversity-related SDGs, several challenges in achieving scalable solutions must be addressed to ensure holistic sustainability of PO in Malaysia for various stakeholders. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s11625-021-01052-4.
Collapse
Affiliation(s)
- Khayriyyah Mohd Hanafiah
- School of Biological Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
- Life Sciences, Macfarlane Burnet Institute, Melbourne, VIC 3004 Australia
| | - Aini Hasanah Abd Mutalib
- School of Biological Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
- Institute of Tropical Biodiversity and Sustainable Development, Universiti Malaysia Terengganu, 21030 Kuala Nerus, Terengganu Malaysia
| | - Priscillia Miard
- School of Biological Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Chun Sheng Goh
- Jeffrey Cheah Institute on Southeast Asia, Sunway University, 47500 Bandar Sunway, Selangor Malaysia
| | | | - Nadine Ruppert
- School of Biological Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
| |
Collapse
|
8
|
Liu T, Jiang K, Tan Z, He Q, Zhang H, Wang C. A Method for Performing Reforestation to Effectively Recover Soil Water Content in Extremely Degraded Tropical Rain Forests. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.643994] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Deforestation continues to be extensive in the tropics, resulting in reduced soil water content. Reforestation is an effective way to recover soil water content, but the recovery depends on the type of reforestation efforts that are implemented. Monoculture of fast-growing species is a common reforestation strategy, because it is an effective means of preventing landslides resulting from the frequent typhoons and heavy rains in the tropics and easy to implement. To quantify whether monoculture plantings can help recover soil water content, we initiated a reforestation project within a 0.2 km2 area of an extremely degraded tropical monsoon forest. We hypothesized that much higher transpiration rate of fast-growing tree species would deplete soil water more than the dominant slow-growing species in the adjacent secondary tropical rain forest during both wet and dry seasons, thereby resulting in much lower soil water content. To test this hypothesis, we compared transpiration rates and key functional traits that can distinguish transpiration rates between fast-growing and dominant slow-growing species in both wet and dry seasons. We also quantified whether soil water content around these species differed. We found that fast-growing species had transpiration rate and transpiration-related trait values that were 5–10 times greater than the dominant slow-growing species in both seasons. We also found that soil water content around dominant slow-growing species was 1.5–3 times greater than for fast-growing species in both seasons. Therefore, reforestation based on monoculture plantings of fast-growing species seems difficult to effectively recover the soil water content. We also provide a simple method for guiding the use of reforestation efforts to recover soil water content in extremely degraded tropical rain forests. We expect that this simple method can be an effective means to restore extremely degraded tropical rain forests in other parts of the world.
Collapse
|
9
|
Meijaard E, Brooks TM, Carlson KM, Slade EM, Garcia-Ulloa J, Gaveau DLA, Lee JSH, Santika T, Juffe-Bignoli D, Struebig MJ, Wich SA, Ancrenaz M, Koh LP, Zamira N, Abrams JF, Prins HHT, Sendashonga CN, Murdiyarso D, Furumo PR, Macfarlane N, Hoffmann R, Persio M, Descals A, Szantoi Z, Sheil D. The environmental impacts of palm oil in context. NATURE PLANTS 2020; 6:1418-1426. [PMID: 33299148 DOI: 10.1038/s41477-020-00813-w] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 10/29/2020] [Indexed: 05/12/2023]
Abstract
Delivering the Sustainable Development Goals (SDGs) requires balancing demands on land between agriculture (SDG 2) and biodiversity (SDG 15). The production of vegetable oils and, in particular, palm oil, illustrates these competing demands and trade-offs. Palm oil accounts for ~40% of the current global annual demand for vegetable oil as food, animal feed and fuel (210 Mt), but planted oil palm covers less than 5-5.5% of the total global oil crop area (approximately 425 Mha) due to oil palm's relatively high yields. Recent oil palm expansion in forested regions of Borneo, Sumatra and the Malay Peninsula, where >90% of global palm oil is produced, has led to substantial concern around oil palm's role in deforestation. Oil palm expansion's direct contribution to regional tropical deforestation varies widely, ranging from an estimated 3% in West Africa to 50% in Malaysian Borneo. Oil palm is also implicated in peatland draining and burning in Southeast Asia. Documented negative environmental impacts from such expansion include biodiversity declines, greenhouse gas emissions and air pollution. However, oil palm generally produces more oil per area than other oil crops, is often economically viable in sites unsuitable for most other crops and generates considerable wealth for at least some actors. Global demand for vegetable oils is projected to increase by 46% by 2050. Meeting this demand through additional expansion of oil palm versus other vegetable oil crops will lead to substantial differential effects on biodiversity, food security, climate change, land degradation and livelihoods. Our Review highlights that although substantial gaps remain in our understanding of the relationship between the environmental, socio-cultural and economic impacts of oil palm, and the scope, stringency and effectiveness of initiatives to address these, there has been little research into the impacts and trade-offs of other vegetable oil crops. Greater research attention needs to be given to investigating the impacts of palm oil production compared to alternatives for the trade-offs to be assessed at a global scale.
Collapse
Affiliation(s)
- Erik Meijaard
- Borneo Futures, Bandar Seri Begawan, Brunei.
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK.
- School of Biological Sciences, University of Queensland, Brisbane, Queensland, Australia.
| | - Thomas M Brooks
- Science and Knowledge Unit, IUCN, Gland, Switzerland
- World Agroforestry Center (ICRAF), University of The Philippines Los Baños, Laguna, The Philippines
- Institute for Marine & Antarctic Studies, University of Tasmania, Hobart, Tasmania, Australia
| | - Kimberly M Carlson
- Department of Natural Resources and Environmental Management, University of Hawai'i Mānoa, Honolulu, HI, USA
- Department of Environmental Studies, New York University, New York, NY, USA
| | - Eleanor M Slade
- Asian School of the Environment, Nanyang Technological University of Singapore, Singapore, Singapore
| | - John Garcia-Ulloa
- Department of Environmental Systems Science, ETH Zürich, Zurich, Switzerland
| | | | - Janice Ser Huay Lee
- Asian School of the Environment, Nanyang Technological University of Singapore, Singapore, Singapore
| | - Truly Santika
- Borneo Futures, Bandar Seri Begawan, Brunei
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK
| | - Diego Juffe-Bignoli
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Matthew J Struebig
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK
| | - Serge A Wich
- School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, the Netherlands
| | - Marc Ancrenaz
- Borneo Futures, Bandar Seri Begawan, Brunei
- Kinabatangan Orang-Utan Conservation Programme, Kota Kinabalu, Sabah, Malaysia
| | - Lian Pin Koh
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | | | - Jesse F Abrams
- Department of Ecological Dynamics, Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany
- Global Systems Institute and Institute for Data Science and Artificial Intelligence, University of Exeter, Exeter, UK
| | - Herbert H T Prins
- Animal Sciences Group, Wageningen University, Wageningen, the Netherlands
| | | | - Daniel Murdiyarso
- Center for International Forestry Research, Bogor, Indonesia
- Department of Geophysics and Meteorology, IPB University, Bogor, Indonesia
| | - Paul R Furumo
- Earth System Science, Stanford University, Stanford, CA, USA
| | | | - Rachel Hoffmann
- Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Marcos Persio
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Adrià Descals
- Centre de Recerca Ecològica i Aplicacions Forestals, Cerdanyola del Vallès, Barcelona, Spain
| | - Zoltan Szantoi
- European Commission, Joint Research Centre, Ispra, Italy
- Stellenbosch University, Stellenbosch, South Africa
| | - Douglas Sheil
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| |
Collapse
|
10
|
Meijaard E, Brooks TM, Carlson KM, Slade EM, Garcia-Ulloa J, Gaveau DLA, Lee JSH, Santika T, Juffe-Bignoli D, Struebig MJ, Wich SA, Ancrenaz M, Koh LP, Zamira N, Abrams JF, Prins HHT, Sendashonga CN, Murdiyarso D, Furumo PR, Macfarlane N, Hoffmann R, Persio M, Descals A, Szantoi Z, Sheil D. The environmental impacts of palm oil in context. NATURE PLANTS 2020. [PMID: 33299148 DOI: 10.31223/osf.io/e69bz] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Delivering the Sustainable Development Goals (SDGs) requires balancing demands on land between agriculture (SDG 2) and biodiversity (SDG 15). The production of vegetable oils and, in particular, palm oil, illustrates these competing demands and trade-offs. Palm oil accounts for ~40% of the current global annual demand for vegetable oil as food, animal feed and fuel (210 Mt), but planted oil palm covers less than 5-5.5% of the total global oil crop area (approximately 425 Mha) due to oil palm's relatively high yields. Recent oil palm expansion in forested regions of Borneo, Sumatra and the Malay Peninsula, where >90% of global palm oil is produced, has led to substantial concern around oil palm's role in deforestation. Oil palm expansion's direct contribution to regional tropical deforestation varies widely, ranging from an estimated 3% in West Africa to 50% in Malaysian Borneo. Oil palm is also implicated in peatland draining and burning in Southeast Asia. Documented negative environmental impacts from such expansion include biodiversity declines, greenhouse gas emissions and air pollution. However, oil palm generally produces more oil per area than other oil crops, is often economically viable in sites unsuitable for most other crops and generates considerable wealth for at least some actors. Global demand for vegetable oils is projected to increase by 46% by 2050. Meeting this demand through additional expansion of oil palm versus other vegetable oil crops will lead to substantial differential effects on biodiversity, food security, climate change, land degradation and livelihoods. Our Review highlights that although substantial gaps remain in our understanding of the relationship between the environmental, socio-cultural and economic impacts of oil palm, and the scope, stringency and effectiveness of initiatives to address these, there has been little research into the impacts and trade-offs of other vegetable oil crops. Greater research attention needs to be given to investigating the impacts of palm oil production compared to alternatives for the trade-offs to be assessed at a global scale.
Collapse
Affiliation(s)
- Erik Meijaard
- Borneo Futures, Bandar Seri Begawan, Brunei.
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK.
- School of Biological Sciences, University of Queensland, Brisbane, Queensland, Australia.
| | - Thomas M Brooks
- Science and Knowledge Unit, IUCN, Gland, Switzerland
- World Agroforestry Center (ICRAF), University of The Philippines Los Baños, Laguna, The Philippines
- Institute for Marine & Antarctic Studies, University of Tasmania, Hobart, Tasmania, Australia
| | - Kimberly M Carlson
- Department of Natural Resources and Environmental Management, University of Hawai'i Mānoa, Honolulu, HI, USA
- Department of Environmental Studies, New York University, New York, NY, USA
| | - Eleanor M Slade
- Asian School of the Environment, Nanyang Technological University of Singapore, Singapore, Singapore
| | - John Garcia-Ulloa
- Department of Environmental Systems Science, ETH Zürich, Zurich, Switzerland
| | | | - Janice Ser Huay Lee
- Asian School of the Environment, Nanyang Technological University of Singapore, Singapore, Singapore
| | - Truly Santika
- Borneo Futures, Bandar Seri Begawan, Brunei
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK
| | - Diego Juffe-Bignoli
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK
- UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC), Cambridge, UK
| | - Matthew J Struebig
- Durrell Institute of Conservation and Ecology, University of Kent, Canterbury, UK
| | - Serge A Wich
- School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, the Netherlands
| | - Marc Ancrenaz
- Borneo Futures, Bandar Seri Begawan, Brunei
- Kinabatangan Orang-Utan Conservation Programme, Kota Kinabalu, Sabah, Malaysia
| | - Lian Pin Koh
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | | | - Jesse F Abrams
- Department of Ecological Dynamics, Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany
- Global Systems Institute and Institute for Data Science and Artificial Intelligence, University of Exeter, Exeter, UK
| | - Herbert H T Prins
- Animal Sciences Group, Wageningen University, Wageningen, the Netherlands
| | | | - Daniel Murdiyarso
- Center for International Forestry Research, Bogor, Indonesia
- Department of Geophysics and Meteorology, IPB University, Bogor, Indonesia
| | - Paul R Furumo
- Earth System Science, Stanford University, Stanford, CA, USA
| | | | - Rachel Hoffmann
- Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Marcos Persio
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Adrià Descals
- Centre de Recerca Ecològica i Aplicacions Forestals, Cerdanyola del Vallès, Barcelona, Spain
| | - Zoltan Szantoi
- European Commission, Joint Research Centre, Ispra, Italy
- Stellenbosch University, Stellenbosch, South Africa
| | - Douglas Sheil
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| |
Collapse
|
11
|
Wilkinson CL, Chua KWJ, Fiala R, Liew JH, Kemp V, Hadi Fikri A, Ewers RM, Kratina P, Yeo DCJ. Forest conversion to oil palm compresses food chain length in tropical streams. Ecology 2020; 102:e03199. [PMID: 32969053 DOI: 10.1002/ecy.3199] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Revised: 05/18/2020] [Accepted: 07/20/2020] [Indexed: 11/11/2022]
Abstract
In Southeast Asia, biodiversity-rich forests are being extensively logged and converted to oil palm monocultures. Although the impacts of these changes on biodiversity are largely well documented, we know addition to samples we collected in 201 little about how these large-scale impacts affect freshwater trophic ecology. We used stable isotope analyses (SIA) to determine the impacts of land-use changes on the relative contribution of allochthonous and autochthonous basal resources in 19 stream food webs. We also applied compound-specific SIA and bulk-SIA to determine the trophic position of fish apex predators and meso-predators (invertivores and omnivores). There was no difference in the contribution of autochthonous resources in either consumer group (70-82%) among streams with different land-use type. There was no change in trophic position for meso-predators, but trophic position decreased significantly for apex predators in oil palm plantation streams compared to forest streams. This change in maximum food chain length was due to turnover in identity of the apex predator among land-use types. Disruption of aquatic trophic ecology, through reduction in food chain length and shift in basal resources, may cause significant changes in biodiversity as well as ecosystem functions and services. Understanding this change can help develop more focused priorities for mediating the negative impacts of human activities on freshwater ecosystems.
Collapse
Affiliation(s)
- Clare L Wilkinson
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore
| | - Kenny W J Chua
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore
| | - Roswitha Fiala
- School of Biological and Chemical Sciences, Queen Mary University London, London, E1 4DQ, UK
| | - Jia H Liew
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore.,School of Biological Sciences, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
| | - Victoria Kemp
- School of Biological and Chemical Sciences, Queen Mary University London, London, E1 4DQ, UK
| | - Arman Hadi Fikri
- Institute for Tropical Biology and Conservation, Universiti Malaysia Sabah, Jalan UMS, Kota Kinabalu, 88400, Malaysia
| | - Robert M Ewers
- Department of Life Sciences, Imperial College London-Silwood Park, Buckhurst Road, Ascot, SL5 7PY, UK
| | - Pavel Kratina
- School of Biological and Chemical Sciences, Queen Mary University London, London, E1 4DQ, UK
| | - Darren C J Yeo
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore.,Lee Kong Chian Natural History Museum, National University of Singapore, 2 Conservatory Drive, Singapore, 117377, Singapore
| |
Collapse
|
12
|
Mapping Spatial Variations of Structure and Function Parameters for Forest Condition Assessment of the Changbai Mountain National Nature Reserve. REMOTE SENSING 2019. [DOI: 10.3390/rs11243004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Forest condition is the baseline information for ecological evaluation and management. The National Forest Inventory of China contains structural parameters, such as canopy closure, stand density and forest age, and functional parameters, such as stand volume and soil fertility. Conventionally forest conditions are assessed through parameters collected from field observations, which could be costly and spatially limited. It is crucial to develop modeling approaches in mapping forest assessment parameters from satellite remote sensing. This study mapped structure and function parameters for forest condition assessment in the Changbai Mountain National Nature Reserve (CMNNR). The mapping algorithms, including statistical regression, random forests, and random forest kriging, were employed with predictors from Advanced Land Observing Satellite (ALOS)-2, Sentinel-1, Sentinel-2 satellite sensors, digital surface model of ALOS, and 1803 field sampled forest plots. Combined predicted parameters and weights from principal component analysis, forest conditions were assessed. The models explained spatial dynamics and characteristics of forest parameters based on an independent validation with all r values above 0.75. The root mean square error (RMSE) values of canopy closure, stand density, stand volume, forest age and soil fertility were 4.6%, 33.8%, 29.4%, 20.5%, and 14.3%, respectively. The mean assessment score suggested that forest conditions in the CMNNR are mainly resulted from spatial variations of function parameters such as stand volume and soil fertility. This study provides a methodology on forest condition assessment at regional scales, as well as the up-to-date information for the forest ecosystem in the CMNNR.
Collapse
|
13
|
Davidson G, Chua TH, Cook A, Speldewinde P, Weinstein P. The Role of Ecological Linkage Mechanisms in Plasmodium knowlesi Transmission and Spread. ECOHEALTH 2019; 16:594-610. [PMID: 30675676 DOI: 10.1007/s10393-019-01395-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 11/10/2018] [Accepted: 01/08/2019] [Indexed: 06/09/2023]
Abstract
Defining the linkages between landscape change, disease ecology and human health is essential to explain and predict the emergence of Plasmodium knowlesi malaria, a zoonotic parasite residing in Southeast Asian macaques, and transmitted by species of Anopheles mosquitos. Changing patterns of land use throughout Southeast Asia, particularly deforestation, are suggested to be the primary drivers behind the recent spread of this zoonotic parasite in humans. Local ecological changes at the landscape scale appear to be increasing the risk of disease in humans by altering the dynamics of transmission between the parasite and its primary hosts. This paper will focus on the emergence of P. knowlesi in humans in Malaysian Borneo and the ecological linkage mechanisms suggested to be playing an important role.
Collapse
Affiliation(s)
- Gael Davidson
- CENRM and School of Population and Global Health, University of Western Australia, Perth, Australia
| | - Tock H Chua
- Department of Pathobiology and Medical Diagnostics, Faculty of Medicine and Health Sciences, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia.
| | - Angus Cook
- School of Population and Global Health, University of Western Australia, Perth, Australia
| | | | - Philip Weinstein
- School of Biological Sciences, University of Adelaide, Adelaide, Australia
| |
Collapse
|
14
|
Luke SH, Slade EM, Gray CL, Annammala KV, Drewer J, Williamson J, Agama AL, Ationg M, Mitchell SL, Vairappan CS, Struebig MJ. Riparian buffers in tropical agriculture: Scientific support, effectiveness and directions for policy. J Appl Ecol 2018. [DOI: 10.1111/1365-2664.13280] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Sarah H. Luke
- Durrell Institute of Conservation and Ecology (DICE)School of Anthropology and ConservationUniversity of Kent Canterbury UK
- Department of ZoologyUniversity of Cambridge Cambridge UK
| | - Eleanor M. Slade
- Department of ZoologyUniversity of Oxford Oxford UK
- Lancaster Environment CentreUniversity of Lancaster Lancaster UK
| | | | - Kogila V. Annammala
- Centre for Environmental Sustainability and Water Security (IPASA)Universiti Teknologi Malaysia Johor Bahru Malaysia
| | - Julia Drewer
- Centre for Ecology and Hydrology (CEH) Edinburgh UK
| | - Joseph Williamson
- School of Biological and Chemical SciencesQueen Mary University of London London UK
| | - Agnes L. Agama
- South East Asia Rainforest Research Partnership (SEARRP) Lahad Datu Malaysia
| | - Miklin Ationg
- Department of Irrigation and DrainageWater Resources Management Section Kota Kinabalu Malaysia
| | - Simon L. Mitchell
- Durrell Institute of Conservation and Ecology (DICE)School of Anthropology and ConservationUniversity of Kent Canterbury UK
| | - Charles S. Vairappan
- Institute for Tropical Biology and ConservationUniversiti Malaysia Sabah Kota Kinabalu Malaysia
| | - Matthew J. Struebig
- Durrell Institute of Conservation and Ecology (DICE)School of Anthropology and ConservationUniversity of Kent Canterbury UK
| |
Collapse
|
15
|
Nóbrega RLB, Guzha AC, Lamparter G, Amorim RSS, Couto EG, Hughes HJ, Jungkunst HF, Gerold G. Impacts of land-use and land-cover change on stream hydrochemistry in the Cerrado and Amazon biomes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 635:259-274. [PMID: 29665544 DOI: 10.1016/j.scitotenv.2018.03.356] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Revised: 03/29/2018] [Accepted: 03/29/2018] [Indexed: 06/08/2023]
Abstract
Studies on the impacts of land-use and land-cover change on stream hydrochemistry in active deforestation zones of the Amazon agricultural frontier are limited and have often used low-temporal-resolution datasets. Moreover, these impacts are not concurrently assessed in well-established agricultural areas and new deforestations hotspots. We aimed to identify these impacts using an experimental setup to collect high-temporal-resolution hydrological and hydrochemical data in two pairs of low-order streams in catchments under contrasting land use and land cover (native vegetation vs. pasture) in the Amazon and Cerrado biomes. Our results indicate that the conversion of natural landscapes to pastures increases carbon and nutrient fluxes via streamflow in both biomes. These changes were the greatest in total inorganic carbon in the Amazon and in potassium in the Cerrado, representing a 5.0- and 5.5-fold increase in the fluxes of each biome, respectively. We found that stormflow, which is often neglected in studies on stream hydrochemistry in the tropics, plays a substantial role in the carbon and nutrient fluxes, especially in the Amazon biome, as its contributions to hydrochemical fluxes are mostly greater than the volumetric contribution to the total streamflow. These findings demonstrate that assessments of the impacts of deforestation in the Amazon and Cerrado biomes should also take into account rapid hydrological pathways; however, this can only be achieved through collection of high-temporal-resolution data.
Collapse
Affiliation(s)
- Rodolfo L B Nóbrega
- University of Goettingen, Faculty of Geoscience and Geography, Goettingen, Germany.
| | - Alphonce C Guzha
- U.S.D.A. Forest Service, International Programs, c/o CIFOR, World Agroforestry Center, Nairobi, Kenya
| | - Gabriele Lamparter
- University of Goettingen, Faculty of Geoscience and Geography, Goettingen, Germany
| | - Ricardo S S Amorim
- Federal University of Mato Grosso, Department of Soil and Agricultural Engineering, Cuiabá, Brazil
| | - Eduardo G Couto
- Federal University of Mato Grosso, Department of Soil and Agricultural Engineering, Cuiabá, Brazil
| | - Harold J Hughes
- University of Goettingen, Faculty of Geoscience and Geography, Goettingen, Germany
| | - Hermann F Jungkunst
- University of Koblenz-Landau, Institute for Environmental Sciences, Geoecology & Physical Geography, Landau, Germany
| | - Gerhard Gerold
- University of Goettingen, Faculty of Geoscience and Geography, Goettingen, Germany
| |
Collapse
|
16
|
Chen See JR, Ulrich N, Nwanosike H, McLimans CJ, Tokarev V, Wright JR, Campa MF, Grant CJ, Hazen TC, Niles JM, Ressler D, Lamendella R. Bacterial Biomarkers of Marcellus Shale Activity in Pennsylvania. Front Microbiol 2018; 9:1697. [PMID: 30116227 PMCID: PMC6083035 DOI: 10.3389/fmicb.2018.01697] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 07/09/2018] [Indexed: 01/24/2023] Open
Abstract
Unconventional oil and gas (UOG) extraction, also known as hydraulic fracturing, is becoming more prevalent with the increasing use and demand for natural gas; however, the full extent of its environmental impacts is still unknown. Here we measured physicochemical properties and bacterial community composition of sediment samples taken from twenty-eight streams within the Marcellus shale formation in northeastern Pennsylvania differentially impacted by hydraulic fracturing activities. Fourteen of the streams were classified as UOG+, and thirteen were classified as UOG- based on the presence of UOG extraction in their respective watersheds. One stream was located in a watershed that previously had UOG extraction activities but was recently abandoned. We utilized high-throughput sequencing of the 16S rRNA gene to infer differences in sediment aquatic bacterial community structure between UOG+ and UOG- streams, as well as correlate bacterial community structure to physicochemical water parameters. Although overall alpha and beta diversity differences were not observed, there were a plethora of significantly enriched operational taxonomic units (OTUs) within UOG+ and UOG- samples. Our biomarker analysis revealed many of the bacterial taxa enriched in UOG+ streams can live in saline conditions, such as Rubrobacteraceae. In addition, several bacterial taxa capable of hydrocarbon degradation were also enriched in UOG+ samples, including Oceanospirillaceae. Methanotrophic taxa, such as Methylococcales, were significantly enriched as well. Several taxa that were identified as enriched in these samples were enriched in samples taken from different streams in 2014; moreover, partial least squares discriminant analysis (PLS-DA) revealed clustering between streams from the different studies based on the presence of hydraulic fracturing along the second axis. This study revealed significant differences between bacterial assemblages within stream sediments of UOG+ and UOG- streams and identified several potential biomarkers for evaluating and monitoring the response of autochthonous bacterial communities to potential hydraulic fracturing impacts.
Collapse
Affiliation(s)
- Jeremy R Chen See
- Department of Biology, Juniata College, Huntingdon, PA, United States
| | - Nikea Ulrich
- Department of Biology, Juniata College, Huntingdon, PA, United States
| | | | | | - Vasily Tokarev
- Department of Biology, Juniata College, Huntingdon, PA, United States
| | - Justin R Wright
- Department of Biology, Juniata College, Huntingdon, PA, United States
| | - Maria F Campa
- The Bredesen Center, The University of Tennessee, Knoxville, Knoxville, TN, United States
| | | | - Terry C Hazen
- The Bredesen Center, The University of Tennessee, Knoxville, Knoxville, TN, United States.,Department of Civil and Environmental Engineering, The University of Tennessee, Knoxville, Knoxville, TN, United States.,Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, United States
| | - Jonathan M Niles
- Freshwater Research Initiative, Susquehanna University, Selinsgrove, PA, United States
| | - Daniel Ressler
- Department of Earth and Environmental Sciences, Susquehanna University, Selinsgrove, PA, United States
| | - Regina Lamendella
- Department of Biology, Juniata College, Huntingdon, PA, United States
| |
Collapse
|
17
|
Zieritz A, Bogan AE, Rahim KAA, Sousa R, Jainih L, Harun S, Razak NFA, Gallardo B, McGowan S, Hassan R, Lopes-Lima M. Changes and drivers of freshwater mussel diversity and distribution in northern Borneo. BIOLOGICAL CONSERVATION 2018; 219:126-137. [DOI: 10.1016/j.biocon.2018.01.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
|