1
|
Teo HC, Sarira TV, Tan ARP, Cheng Y, Koh LP. Charting the future of high forest low deforestation jurisdictions. Proc Natl Acad Sci U S A 2024; 121:e2306496121. [PMID: 39226355 PMCID: PMC11406276 DOI: 10.1073/pnas.2306496121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/14/2024] [Indexed: 09/05/2024] Open
Abstract
High forest low deforestation jurisdictions (HFLDs) contain many of the world's last intact forests with historically low deforestation. Since carbon financing typically uses historical deforestation rates as baselines, HFLDs facing the prospect of future threats may receive insufficient incentives to be protected. We found that from 2002 to 2020, HFLDs (n = 310) experienced 44% higher deforestation rates than their historical baselines, and 60 HFLDs underwent periods of high deforestation (deforestation rate > 0.501%) at 0.983 ± 0.649% (mean ± SD)-a rate 7.5 times higher than the 10-y historical baseline of all HFLDs. For HFLDs to receive sufficient carbon finance requires baselines that can better reflect future deforestation trajectories of HFLDs. Using an empirical multifactorial model, we show that most contemporary HFLDs are expected to undergo higher deforestation from 2020 to 2038 than their historical baselines, with 72 HFLDs likely (>66% probability) to undergo high deforestation. Over the next 18 y, HFLDs are expected to lose 2.16 Mha y-1 of forests corresponding to 585 ± 74 MtCO2e y-1 (mean ± SE) of emissions. Efforts to protect HFLD forests from future threats will be crucial. In particular, improving baselining methods is key to ensuring that sufficient financing can flow to HFLDs to prevent deforestation.
Collapse
Affiliation(s)
- Hoong Chen Teo
- Department of Biological Sciences, National University of Singapore, Singapore 117558, Singapore
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore 117546, Singapore
| | - Tasya Vadya Sarira
- Department of Biological Sciences, National University of Singapore, Singapore 117558, Singapore
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore 117546, Singapore
| | - Audrey R P Tan
- Department of Biological Sciences, National University of Singapore, Singapore 117558, Singapore
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore 117546, Singapore
| | - Yanyan Cheng
- Department of Biological Sciences, National University of Singapore, Singapore 117558, Singapore
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore 117546, Singapore
- Department of Industrial Systems Engineering & Management, National University of Singapore, Singapore 117576, Singapore
| | - Lian Pin Koh
- Department of Biological Sciences, National University of Singapore, Singapore 117558, Singapore
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore 117546, Singapore
- Tropical Marine Science Institute, National University of Singapore, Singapore 119222, Singapore
| |
Collapse
|
2
|
Sreekar R, Koh LP, Lamba A, Mammides C, Teo HC, Dwiputra A, Zeng Y. Conservation opportunities through improved management of recently established protected areas in Southeast Asia. Curr Biol 2024; 34:3830-3835.e3. [PMID: 39084222 DOI: 10.1016/j.cub.2024.07.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 06/05/2024] [Accepted: 07/04/2024] [Indexed: 08/02/2024]
Abstract
Protected areas (PAs) play a crucial role in biodiversity conservation and climate change mitigation.1,2 However, ineffective management can lead to biodiversity loss and carbon emissions from deforestation.3,4,5,6 To address this issue and explore viable solutions, we assessed the impact of PA establishment on avoided deforestation in 80 Southeast Asian PAs using the synthetic control approach.7,8 Our results show that 36 PAs successfully prevented 78,910 ha of deforestation. However, the remaining 44 PAs lost 72,497 ha of forest, impacting the habitat of 226 threatened bird and mammal species. Effective management of these reserves could have potentially avoided up to 2.07 MtCO2e yr-1 in carbon emissions. We estimate that at least $17 million USD per year in additional funding is required to better manage these 44 ineffective PAs and reduce future emissions. Furthermore, we demonstrate that carbon markets have the potential to generate these funds by reducing carbon emissions from deforestation within protected areas. Our findings emphasize that improving PA management is an essential nature-based solution for conserving biodiversity and mitigating climate change.
Collapse
Affiliation(s)
- Rachakonda Sreekar
- Centre for Nature-based Climate Solutions, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Department of Biological Sciences, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; School of the Environment, University of Queensland, St. Lucia, QLD 4072, Australia.
| | - Lian Pin Koh
- Centre for Nature-based Climate Solutions, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Department of Biological Sciences, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Tropical Marine Science Institute, National University of Singapore, Kent Ridge Road, Singapore 119222, Singapore.
| | - Aakash Lamba
- Centre for Nature-based Climate Solutions, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Department of Biological Sciences, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore
| | - Christos Mammides
- Nature Conservation Unit, Frederick University, Gianni Freiderikou 7, Nicosia 1036, Cyprus
| | - Hoong Chen Teo
- Centre for Nature-based Climate Solutions, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Department of Biological Sciences, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore
| | - Adrian Dwiputra
- Centre for Nature-based Climate Solutions, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Department of Biological Sciences, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore
| | - Yiwen Zeng
- Centre for Nature-based Climate Solutions, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Department of Biological Sciences, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Asian School of the Environment, Nanyang Technological University, 59 Nanyang Drive, Singapore 636921, Singapore; School of Social Sciences, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore.
| |
Collapse
|
3
|
Sundqvist MK, Hasselquist NJ, Jensen J, Runesson J, Goodman RC, Axelsson EP, Alloysius D, Lindh A, Ilstedt U, Aguilar FX. Accounting for deep soil carbon in tropical forest conservation payments. Sci Rep 2024; 14:16772. [PMID: 39039098 PMCID: PMC11263576 DOI: 10.1038/s41598-024-65138-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 06/17/2024] [Indexed: 07/24/2024] Open
Abstract
Secondary tropical forests are at the forefront of deforestation pressures. They store large amounts of carbon, which, if compensated for to avoid net emissions associated with conversion to non-forest uses, may help advance tropical forest conservation. We measured above- and below-ground carbon stocks down to 1 m soil depth across a secondary forest and in oil palm plantations in Malaysia. We calculated net carbon losses when converting secondary forests to oil palm plantations and estimated payments to avoid net emissions arising from land conversion to a 22-year oil palm rotation, based on land opportunity costs per hectare. We explored how estimates would vary between forests by also extracting carbon stock data for primary forest from the literature. When tree and soil carbon was accounted for, payments of US$18-51 tCO2-1 for secondary forests and US$14-40 tCO2-1 for primary forest would equal opportunity costs associated with oil palm plantations per hectare. If detailed assessments of soil carbon were not accounted for, payments to offset opportunity costs would need to be considerably higher for secondary forests (US$28-80 tCO2-1). These results show that assessment of carbon stocks down to 1 m soil depth in tropical forests can substantially influence the estimated value of avoided-emission payments.
Collapse
Affiliation(s)
- Maja K Sundqvist
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden.
| | - Niles J Hasselquist
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - Joel Jensen
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
- Department of Forest Biomaterials and Technology, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Josefin Runesson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - Rosa C Goodman
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - E Petter Axelsson
- Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - David Alloysius
- Conservation and Environmental Management Division, Yayasan Sabah Group, P.O. Box 11623, 88817, Kota Kinabalu, Sabah, Malaysia
| | - Arvid Lindh
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - Ulrik Ilstedt
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - Francisco X Aguilar
- Department of Forest Economics, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| |
Collapse
|
4
|
Chisholm RA, Kristensen NP, Rheindt FE, Chong KY, Ascher JS, Lim KKP, Ng PKL, Yeo DCJ, Meier R, Tan HH, Giam X, Yeoh YS, Seah WW, Berman LM, Tan HZ, Sadanandan KR, Theng M, Jusoh WFA, Jain A, Huertas B, Tan DJX, Ng ACR, Teo A, Yiwen Z, Cho TJY, Sin YCK. Two centuries of biodiversity discovery and loss in Singapore. Proc Natl Acad Sci U S A 2023; 120:e2309034120. [PMID: 38079550 PMCID: PMC10743369 DOI: 10.1073/pnas.2309034120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 10/22/2023] [Indexed: 12/18/2023] Open
Abstract
There is an urgent need for reliable data on the impacts of deforestation on tropical biodiversity. The city-state of Singapore has one of the most detailed biodiversity records in the tropics, dating back to the turn of the 19th century. In 1819, Singapore was almost entirely covered in primary forest, but this has since been largely cleared. We compiled more than 200 y of records for 10 major taxonomic groups in Singapore (>50,000 individual records; >3,000 species), and we estimated extinction rates using recently developed and novel statistical models that account for "dark extinctions," i.e., extinctions of undiscovered species. The estimated overall extinction rate was 37% (95% CI [31 to 42%]). Extrapolating our Singapore observations to a future business-as-usual deforestation scenario for Southeast Asia suggests that 18% (95% CI [16 to 22%]) of species will be lost regionally by 2100. Our extinction estimates for Singapore and Southeast Asia are a factor of two lower than previous estimates that also attempted to account for dark extinctions. However, we caution that particular groups such as large mammals, forest-dependent birds, orchids, and butterflies are disproportionately vulnerable.
Collapse
Affiliation(s)
- Ryan A. Chisholm
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Nadiah P. Kristensen
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Frank E. Rheindt
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Kwek Yan Chong
- Singapore Botanic Gardens, National Parks Board, Singapore259569, Singapore
| | - John S. Ascher
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Kelvin K. P. Lim
- Lee Kong Chian Natural History Museum, Faculty of Science, National University of Singapore, Singapore117377, Singapore
| | - Peter K. L. Ng
- Lee Kong Chian Natural History Museum, Faculty of Science, National University of Singapore, Singapore117377, Singapore
| | - Darren C. J. Yeo
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- Lee Kong Chian Natural History Museum, Faculty of Science, National University of Singapore, Singapore117377, Singapore
| | - Rudolf Meier
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- Center for Integrative Biodiversity Discovery, Leibniz Institute for Evolution and Biodiversity Science, Museum für Naturkunde, Berlin10115, Germany
| | - Heok Hui Tan
- Lee Kong Chian Natural History Museum, Faculty of Science, National University of Singapore, Singapore117377, Singapore
| | - Xingli Giam
- Department of Ecology and Evolutionary Biology, The University of Tennessee, Knoxville, TN37996
| | - Yi Shuen Yeoh
- Singapore Botanic Gardens, National Parks Board, Singapore259569, Singapore
| | - Wei Wei Seah
- Singapore Botanic Gardens, National Parks Board, Singapore259569, Singapore
| | - Laura M. Berman
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Hui Zhen Tan
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Keren R. Sadanandan
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- Evolution of Sensory Systems Research Group, Max Planck Institute for Biological Intelligence, Seewiesen82319, Germany
| | - Meryl Theng
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- Department of Ecology and Evolutionary Biology, School of Biological Sciences, University of Adelaide, Adelaide, SA5005, Australia
| | - Wan F. A. Jusoh
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- School of Science, Monash University Malaysia, Subang Jaya47500, Malaysia
| | - Anuj Jain
- Nature Society (Singapore), Singapore389466, Singapore
- bioSEA Pte Ltd., Singapore679521, Singapore
| | - Blanca Huertas
- Department of Life Sciences, Natural History Museum, LondonSW7 5BD, United Kingdom
| | - David J. X. Tan
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- Department of Biology and Museum of Southwestern Biology, University of New Mexico, Albuquerque, NM 87131
| | - Alicia C. R. Ng
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Aloysius Teo
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Zeng Yiwen
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
- Centre for Nature-based Climate Solutions, Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore 117546, Singapore
| | - Tricia J. Y. Cho
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| | - Y. C. Keita Sin
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore117558, Singapore
| |
Collapse
|
5
|
Wells G, Pascual U, Stephenson C, Ryan CM. Confronting deep uncertainty in the forest carbon industry. Science 2023; 382:41-43. [PMID: 37796998 DOI: 10.1126/science.adh8117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
Resilience-based and service-focused approaches could reduce contentions and injustices.
Collapse
Affiliation(s)
- Geoff Wells
- Stockholm Resilience Centre, Stockholm University, Stockholm, Sweden
- Department of Geography, McGill University, Montreal, QC, Canada
- School of GeoSciences, University of Edinburgh, Edinburgh, UK
| | - Unai Pascual
- Basque Center for Climate Change, Leioa, Spain
- Basque Science Foundation, Ikerbasque, Bilbao, Spain
| | | | - Casey M Ryan
- School of GeoSciences, University of Edinburgh, Edinburgh, UK
| |
Collapse
|
6
|
Yang T, Luo D, Yu A, Chen Z. Enabling Future Closed-Loop Recycling of Spent Lithium-Ion Batteries: Direct Cathode Regeneration. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023; 35:e2203218. [PMID: 37015003 DOI: 10.1002/adma.202203218] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 10/08/2022] [Indexed: 06/19/2023]
Abstract
The rapid proliferation of electric vehicles equipped with lithium-ion batteries (LIBs) presents serious waste management challenges and environmental hazards for recyclers after scrap. Closed-loop recycling contributes to the sustainable development of batteries and plays an important role in mitigating raw material shortages and supply chain risks. Herein, current direct cathode regeneration methods for industrialized recycling are outlined and evaluated. Different regeneration methods for spent cathode materials are summarized, which provide a new perspective for realizing closed-loop recycling of LIBs. A reference recycling route for retrofitting existing cathode production lines is proposed and minimizes the costs. In addition to promoting the industrialization of direct cathode recycling, the environmental, economic, and political benefits of battery recycling are also highlighted.
Collapse
Affiliation(s)
- Tingzhou Yang
- Waterloo Institute for Nanotechnology, Department of Chemical Engineering, University of Waterloo, 200 University Ave. W. , Waterloo, ON, N2L 3G1, Canada
| | - Dan Luo
- Waterloo Institute for Nanotechnology, Department of Chemical Engineering, University of Waterloo, 200 University Ave. W. , Waterloo, ON, N2L 3G1, Canada
| | - Aiping Yu
- Waterloo Institute for Nanotechnology, Department of Chemical Engineering, University of Waterloo, 200 University Ave. W. , Waterloo, ON, N2L 3G1, Canada
| | - Zhongwei Chen
- Waterloo Institute for Nanotechnology, Department of Chemical Engineering, University of Waterloo, 200 University Ave. W. , Waterloo, ON, N2L 3G1, Canada
| |
Collapse
|
7
|
Xue R, Zhang K, Liu X, Jiang B, Luo H, Li M, Mo Y, Liu C, Li L, Fan L, Chen W, Cheng L, Chen J, Chen F, Zhuang D, Qing J, Lin Y, Zhang X. Variations of methane fluxes and methane microbial community composition with soil depth in the riparian buffer zone of a sponge city park. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 339:117823. [PMID: 37129967 DOI: 10.1016/j.jenvman.2023.117823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 03/10/2023] [Accepted: 03/26/2023] [Indexed: 05/03/2023]
Abstract
Riparian buffers benefit both natural and man-made ecosystems by preventing soil erosion, retaining soil nutrients, and filtering pollutants. Nevertheless, the relationship between vertical methane fluxes, soil carbon, and methane microbial communities in riparian buffers remains unclear. This study examined vertical methane fluxes, soil carbon, and methane microbial communities in three different soil depths (0-5 cm, 5-10 cm, and 10-15 cm) within a riparian buffer of a Sponge City Park for one year. Structural equation model (SEM) results demonstrated that vertical methane fluxes varied with soil depths (λ = -0.37) and were primarily regulated by methanogenic community structure (λ = 0.78). Notably, mathematical regression results proposed that mcrA/pmoA ratio (R2 = 0.8) and methanogenic alpha diversity/methanotrophic alpha diversity ratio (R2 = 0.8) could serve as valid predictors of vertical variation in methane fluxes in the riparian buffer of urban river. These findings suggest that vertical variation of methane fluxes in riparian buffer soils is mainly influenced by carbon inputs and methane microbial abundance and community diversity. The study's results quantitatively the relationship between methane fluxes in riparian buffer soils and abiotic and biotic factors in the vertical direction, therefore contributing to the further development of mathematical models of soil methane emissions.
Collapse
Affiliation(s)
- Ru Xue
- College of Environmental Sciences, Sichuan Agricultural University, Chengdu, 611130, China; Limnology, Department of Ecology and Genetics, Uppsala University, Uppsala, 75236, Sweden
| | - Ke Zhang
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China; Sichuan Higher Education Engineering Research Center for Disaster Prevention and Mitigation of Village Construction, Sichuan Agricultural University, Chengdu, 611830, China
| | - Xiaoling Liu
- Department of Information Engineering, Sichuan Water Conservancy Vocational College, Chengdu, 611231, China
| | - Bing Jiang
- Dujiangyan Campus, Sichuan Agricultural University, Chengdu, 611830, China
| | - Hongbing Luo
- College of Environmental Sciences, Sichuan Agricultural University, Chengdu, 611130, China; Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China; Sichuan Higher Education Engineering Research Center for Disaster Prevention and Mitigation of Village Construction, Sichuan Agricultural University, Chengdu, 611830, China.
| | - Mei Li
- School of Urban and Rural Construction, Chengdu University, Chengdu, 610106, China
| | - You Mo
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China; Sichuan Higher Education Engineering Research Center for Disaster Prevention and Mitigation of Village Construction, Sichuan Agricultural University, Chengdu, 611830, China
| | - Cheng Liu
- Dujiangyan Campus, Sichuan Agricultural University, Chengdu, 611830, China
| | - Lin Li
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Liangqian Fan
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Wei Chen
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Lin Cheng
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Jia Chen
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Fenghui Chen
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Daiwei Zhuang
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Jing Qing
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Yuanmao Lin
- Department of Municipal Engineering, College of Civil Engineering, Sichuan Agricultural University, Chengdu, 611830, China
| | - Xiaohong Zhang
- College of Environmental Sciences, Sichuan Agricultural University, Chengdu, 611130, China
| |
Collapse
|
8
|
Huang J, Chen Q, Wang Q, Gao J, Yin Y, Guo H. Future carbon storages of ecosystem based on land use change and carbon sequestration practices in a large economic belt. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:90924-90935. [PMID: 37464211 DOI: 10.1007/s11356-023-28555-0] [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: 09/16/2022] [Accepted: 06/28/2023] [Indexed: 07/20/2023]
Abstract
Assessments of ecosystem carbon storage are needed to form the scientific basis for carbon policies. Due to lack of data, there are few accurate, large-scale, and long-term predictions of ecosystem carbon storage. This study used the Distributed Land-Use Change Prediction (DLUCP) model with ten socioeconomic and two climate change scenarios for a total of 20 combinations that take into account population increase, technology innovation, climate change, and Grain for Green Project to make high-resolution predictions of land use change in the Yangtze River Economic Belt. Low and high carbon sequestration practices were considered to predict future carbon densities. Land use change data, carbon densities data, and the InVEST model were used to predict changes in ecosystem carbon storage from now to 2070. The results show a slight increase (1.88-4.17%) in carbon storage in the study area only based on land use change. Grain for Green Project has the largest impact on carbon storage among population increase, technology innovation, climate scenarios, and Grain for Green Project, which increases carbon storage by 4.17%. After the implementation of carbon sequestration practices, there is an increase in carbon storages from 28.51 to 56.77% in the study area from now to 2070, and increasing carbon storages of forest in each stream and carbon storage of cropland in downstream are efficient ways to achieve carbon neutralization.
Collapse
Affiliation(s)
- Jing Huang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China
| | - Qi Chen
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China
| | - Qingrui Wang
- State Key Laboratory of Coal Combustion, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Jiameng Gao
- College of Information Sciences and Technology, Gansu Agricultural University, Lanzhou, 730070, China
| | - Ying Yin
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China
| | - Hongyan Guo
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China.
- Joint International Research Centre for Critical Zone Science by University of Leeds and Nanjing University, Nanjing University, Nanjing, 210023, China.
- Technology Innovation Center for Ecological Monitoring & Restoration Project on Land (arable), Ministry of Natural Resources, Geological Survey of Jiangsu Province, Nanjing, 210018, China.
- Quanzhou Institute for Environment Protection Industry, Nanjing University, Quanzhou, 362000, China.
| |
Collapse
|
9
|
Lamba A, Teo HC, Sreekar R, Zeng Y, Carrasco LR, Koh LP. Climate co-benefits of tiger conservation. Nat Ecol Evol 2023; 7:1104-1113. [PMID: 37231303 PMCID: PMC10333118 DOI: 10.1038/s41559-023-02069-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 04/06/2023] [Indexed: 05/27/2023]
Abstract
Biodiversity conservation is increasingly being recognized as an important co-benefit in climate change mitigation programmes that use nature-based climate solutions. However, the climate co-benefits of biodiversity conservation interventions, such as habitat protection and restoration, remain understudied. Here we estimate the forest carbon storage co-benefits of a national policy intervention for tiger (Panthera tigris) conservation in India. We used a synthetic control approach to model avoided forest loss and associated carbon emissions reductions in protected areas that underwent enhanced protection for tiger conservation. Over a third of the analysed reserves showed significant but mixed effects, where 24% of all reserves successfully reduced the rate of deforestation and the remaining 9% reported higher-than-expected forest loss. The policy had a net positive benefit with over 5,802 hectares of averted forest loss, corresponding to avoided emissions of 1.08 ± 0.51 MtCO2 equivalent between 2007 and 2020. This translated to US$92.55 ± 43.56 million in ecosystem services from the avoided social cost of emissions and potential revenue of US$6.24 ± 2.94 million in carbon offsets. Our findings offer an approach to quantitatively track the carbon sequestration co-benefits of a species conservation strategy and thus help align the objectives of climate action and biodiversity conservation.
Collapse
Affiliation(s)
- Aakash Lamba
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore, Singapore.
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
| | - Hoong Chen Teo
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Rachakonda Sreekar
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Yiwen Zeng
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
- School of Public and International Affairs, Princeton University, Princeton, NJ, USA
- Tropical Marine Science Institute, National University of Singapore, Singapore, Singapore
| | - Luis Roman Carrasco
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Lian Pin Koh
- Centre for Nature-based Climate Solutions, National University of Singapore, Singapore, Singapore.
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
- Tropical Marine Science Institute, National University of Singapore, Singapore, Singapore.
| |
Collapse
|
10
|
Buřivalová Z, Yoh N, Butler RA, Chandra Sagar HSS, Game ET. Broadening the focus of forest conservation beyond carbon. Curr Biol 2023; 33:R621-R635. [PMID: 37279693 DOI: 10.1016/j.cub.2023.04.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Two concurrent trends are contributing towards a much broader view of forest conservation. First, the appreciation of the role of forests as a nature-based climate solution has grown rapidly, particularly among governments and the private sector. Second, the spatiotemporal resolution of forest mapping and the ease of tracking forest changes have dramatically improved. As a result, who does and who pays for forest conservation is changing: sectors and people previously considered separate from forest conservation now play an important role and need to be held accountable and motivated or forced to conserve forests. This change requires, and has stimulated, a broader range of forest conservation solutions. The need to assess the outcomes of conservation interventions has motivated the development and application of sophisticated econometric analyses, enabled by high resolution satellite data. At the same time, the focus on climate, together with the nature of available data and evaluation methods, has worked against a more comprehensive view of forest conservation. Instead, it has encouraged a focus on trees as carbon stores, often leaving out other important goals of forest conservation, such as biodiversity and human wellbeing. Even though both are intrinsically connected to climate outcomes, these areas have not kept pace with the scale and diversification of forest conservation. Finding synergies between these 'co-benefits', which play out on a local scale, with the carbon objective, related to the global amount of forests, is a major challenge and area for future advances in forest conservation.
Collapse
Affiliation(s)
- Zuzana Buřivalová
- The Nelson Institute for Environmental Studies and the Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA.
| | - Natalie Yoh
- The Nelson Institute for Environmental Studies and the Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | | | - H S Sathya Chandra Sagar
- The Nelson Institute for Environmental Studies and the Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Edward T Game
- The Nature Conservancy, South Brisbane, QLD 4101, Australia; School of Biological Sciences, University of Queensland, St. Lucia, QLD 4072, Australia
| |
Collapse
|
11
|
Ranke PS, Kessy BM, Mbise FP, Nielsen MR, Arukwe A, Røskaft E. The threat of COVID-19 to the conservation of Tanzanian national parks. BIOLOGICAL CONSERVATION 2023; 282:110037. [PMID: 37056580 PMCID: PMC10067461 DOI: 10.1016/j.biocon.2023.110037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 03/20/2023] [Accepted: 03/28/2023] [Indexed: 05/03/2023]
Abstract
In many low-income countries, the conservation of natural resources in protected areas relies on tourism revenue. However, tourist numbers in Africa were severely reduced by the COVID-19 pandemic, thus, putting the conservation of these important protected areas at risk. We use records from gate passings at national parks across Tanzania to demonstrate the immediate and severe impact on tourist numbers and revenues resulting from the COVID-19 pandemic and associated restrictions, and whether international and local (East African) tourists were affected equally. We discuss mechanisms that may reduce future negative impacts of sudden loss of revenue from international tourism, such as increasing the revenue portfolio and thereby decrease the dependency on revenues from international tourists. More important, we encourage local governments, national park authorities, and the world community to further develop and initiate external funding options to reduce the dependency on income from international nature-based tourism to preserve national parks and biodiversity. An additional long-term goal for ensuring sustained conservation would be to increase benefits to local communities adjacent to national parks, encouraging local involvement and thereby reducing the dependence on external funding in the future.
Collapse
Affiliation(s)
- Peter Sjolte Ranke
- Centre for Biodiversity Dynamics, Department of Biology, Norwegian University of Science and Technology (NTNU), Høgskoleringen, NO-7491 Trondheim, Norway
| | - Beatrice Modest Kessy
- Tanzania National Parks (TANAPA), Dodoma Road, P.O. Box 3134, Arusha, Tanzania
- Department of Biology, Norwegian University of Science and Technology (NTNU), Høgskoleringen, NO-7491 Trondheim, Norway
| | - Franco Peniel Mbise
- Department of Biology, University of Dodoma (UDOM), P.O. Box 338, Dodoma, Tanzania
| | | | - Augustine Arukwe
- Department of Biology, Norwegian University of Science and Technology (NTNU), Høgskoleringen, NO-7491 Trondheim, Norway
| | - Eivin Røskaft
- Department of Biology, Norwegian University of Science and Technology (NTNU), Høgskoleringen, NO-7491 Trondheim, Norway
| |
Collapse
|
12
|
Constructing Global Climate Justice: The Challenging Role of Behavior Science. BEHAVIOR AND SOCIAL ISSUES 2023. [DOI: 10.1007/s42822-022-00119-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
|
13
|
Andrianambinina FOD, Schuurman D, Rakotoarijaona MA, Razanajovy CN, Ramparany HM, Rafanoharana SC, Rasamuel HA, Faragher KD, Waeber PO, Wilmé L. Boost the resilience of protected areas to shocks by reducing their dependency on tourism. PLoS One 2023; 18:e0278591. [PMID: 37053230 PMCID: PMC10101445 DOI: 10.1371/journal.pone.0278591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 03/24/2023] [Indexed: 04/14/2023] Open
Abstract
Ecotourism is widely considered a strong mechanism for the sustainable funding of protected areas (PAs). Implemented during the 1990s in Madagascar, nature-based tourism experienced positive growth over the last 30 years with increasing numbers of visits to the parks and reserves. Revenue earned from entrance fees to the network of PAs managed by Madagascar National Parks has never been sufficient to finance their management. Political crises and the COVID-19 pandemic in particular, have highlighted for park managers, the risk of relying on such earnings when they covered just 1% of the required funding in 2021. Alternative mechanisms of funding are analysed for all of Madagascar's PAs with a view to facilitating sustainable conservation of the localities and protection of the island's biodiversity.
Collapse
Affiliation(s)
| | | | | | | | | | | | - H Andry Rasamuel
- Madagascar Program, World Resources Institute Africa, Antananarivo, Madagascar
| | - Kevin D Faragher
- World Resources Institute, Washington, DC, United States of America
| | - Patrick O Waeber
- International Forest Management, Bern University of Applied Sciences, Bern, Switzerland
- Department of Environmental Systems Science, Forest Management and Development, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland
| | - Lucienne Wilmé
- Madagascar Program, World Resources Institute Africa, Antananarivo, Madagascar
| |
Collapse
|
14
|
Zheng Q, Siman K, Zeng Y, Teo HC, Sarira TV, Sreekar R, Koh LP. Future land-use competition constrains natural climate solutions. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 838:156409. [PMID: 35660585 DOI: 10.1016/j.scitotenv.2022.156409] [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: 03/30/2022] [Revised: 05/28/2022] [Accepted: 05/29/2022] [Indexed: 06/15/2023]
Abstract
Natural climate solutions (NCS) are an essential complement to climate mitigation and have been increasingly incorporated into international mitigation strategies. Yet, with the ongoing population growth, allocating natural areas for NCS may compete with other socioeconomic priorities, especially urban development and food security. Here, we projected the impacts of land-use competition incurred by cropland and urban expansion on the climate mitigation potential of NCS. We mapped the areas available for implementing 9 key NCS strategies and estimated their climate change mitigation potential. Then, we overlaid these areas with future cropland and urban expansion maps projected under three Shared Socioeconomic Pathway (SSP) scenarios (2020-2100) and calculated the resulting mitigation potential loss of each selected NCS strategy. Our results estimate a substantial reduction, 0.3-2.8 GtCO2 yr-1 or 4-39 %, in NCS mitigation potential, of which cropland expansion for fulfilling future food demand is the primary cause. This impact is particularly severe in the tropics where NCS hold the most abundant mitigation potential. Our findings highlight immediate actions prioritized to tropical areas are important to best realize NCS and are key to developing realistic and sustainable climate policies.
Collapse
Affiliation(s)
- Qiming Zheng
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore.
| | - Kelly Siman
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore
| | - Yiwen Zeng
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore
| | - Hoong Chen Teo
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore
| | - Tasya Vadya Sarira
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore
| | - Rachakonda Sreekar
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore
| | - Lian Pin Koh
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, 117546, Singapore
| |
Collapse
|
15
|
Zeng Y, Koh LP, Wilcove DS. Gains in biodiversity conservation and ecosystem services from the expansion of the planet's protected areas. SCIENCE ADVANCES 2022; 8:eabl9885. [PMID: 35648855 PMCID: PMC9159568 DOI: 10.1126/sciadv.abl9885] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Protected areas safeguard biodiversity, ensure ecosystem functioning, and deliver ecosystem services to communities. However, only ~16% of the world's land area is under some form of protection, prompting international calls to protect at least 30% by 2030. We modeled the outcomes of achieving this 30 × 30 target for terrestrial biodiversity conservation, climate change mitigation, and nutrient regulation. We find that the additional ~2.8 million ha of habitat that would be protected would benefit 1134 ± 175 vertebrate species whose habitats currently lack any form of protection, as well as contribute to either avoided carbon emissions or carbon dioxide sequestration, equivalent to 10.9 ± 3.6 GtCO2 year-1 (28.4 ± 9.4% of the global nature-based climate-change mitigation potential). Furthermore, expansion of the protected area network would increase its ability to regulate water quality and mitigate nutrient pollution by 142.5 ± 31.0 MtN year-1 (28.5 ± 6.2% of the global nutrient regulation potential).
Collapse
Affiliation(s)
- Yiwen Zeng
- School of Public and International Affairs, Princeton University, Princeton, NJ 08544, USA
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, Singapore 117546, Singapore
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore 117543, Singapore
- Corresponding author. (Y.Z.); (L.P.K.); (D.S.W.)
| | - Lian Pin Koh
- Centre for Nature-based Climate Solutions, National University of Singapore, 6 Science Drive 2, Singapore 117546, Singapore
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore 117543, Singapore
- Corresponding author. (Y.Z.); (L.P.K.); (D.S.W.)
| | - David S. Wilcove
- School of Public and International Affairs, Princeton University, Princeton, NJ 08544, USA
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
- Corresponding author. (Y.Z.); (L.P.K.); (D.S.W.)
| |
Collapse
|
16
|
Hughes RF, Grossman D, Sowards TG, Marshall JD, Mueller-Dombois D. Aboveground carbon accumulation by second-growth forests after deforestation in Hawai'i. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2022; 32:e2539. [PMID: 35048473 DOI: 10.1002/eap.2539] [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: 05/26/2021] [Accepted: 09/13/2021] [Indexed: 06/14/2023]
Abstract
Successional processes ultimately determine and define carbon accumulations in forested ecosystems. Although primary succession on wholly new substrate occurs across the globe, secondary succession, often following storm events or anthropogenic disturbance, is more common and is capable of globally significant accumulations of carbon (C) at a time when offsets to anthropogenic carbon dioxide (CO2 ) emissions are critically needed. In Hawai'i, prior studies have investigated ecosystem development during primary succession on lava flows, including estimates of C mass accumulation. Yet relatively little is known regarding secondary succession of Hawaii's native forests, particularly regarding C mass accumulation. Here we documented aboveground C mass accumulation by native- and nonnative-dominated second-growth forests following deforestation of mature native lowland rainforests in the Puna District of Hawai'i Island. We characterized species composition and stand structure of three distinct successional forest stand types: those dominated by the native tree, Metrosideros polymorpha ('Ōhi'a), and those dominated by invasive nonnative trees, Falcataria moluccana (albizia) and Psidium cattleianum (strawberry guava). We compared M. polymorpha-dominated and F. moluccana-dominated second-growth forests to adjacent mature M. polymorpha-dominated forests as well as young M. polymorpha-dominated forests undergoing initial stages of primary succession on 36-years-old lava fields. Aboveground carbon density (ACD) values of mature primary forest stands (171 Mg/ha) were comparable to those of mature continental tropical forests. M. polymorpha-dominated second-growth stands attained nearly 50% of ACD values of mature primary forests after less than 30 years of post-disturbance succession and exhibited aboveground carbon accumulation rates of ~3 Mg C·ha-1 ·year-1 . Such rates were comparable to those of second-growth forests in continental tropics. Rates of ACD accumulation by second-growth forests dominated by nonnative F. moluccana stands were similar, or slightly greater than, those of M. polymorpha-dominated stands. However, M. polymorpha individuals were virtually absent from stands dominated by either P. cattleianum or F. moluccana. Taken together, results demonstrated that re-establishment and rapid accumulation of C mass by M. polymorpha stands during secondary succession is certainly possible, but only where populations of nonnative species have not already colonized areas during early stages of secondary succession.
Collapse
Affiliation(s)
- Richard Flint Hughes
- Institute of Pacific Islands Forestry, Pacific Southwest Research Station, USDA Forest Service, Hilo, Hawai'i, USA
| | - Dennis Grossman
- California Strategic Growth Council, Sacramento, California, USA
| | - Travis G Sowards
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, Utah, USA
| | - Jonathan D Marshall
- Institute of Pacific Islands Forestry, Pacific Southwest Research Station, USDA Forest Service, Hilo, Hawai'i, USA
| | | |
Collapse
|
17
|
Affiliation(s)
- Alexandre C Köberle
- The Grantham Institute for Climate Change and the Environment, Faculty of Natural Sciences, Imperial College London, London, UK.
| |
Collapse
|
18
|
Liu S, Zhang X, Zhou Y, Yao S. Spatiotemporal Evolution and Influencing Factors of Carbon Sink Dynamics at County Scale: A Case Study of Shaanxi Province, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182413081. [PMID: 34948691 PMCID: PMC8701203 DOI: 10.3390/ijerph182413081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 12/05/2021] [Accepted: 12/09/2021] [Indexed: 11/20/2022]
Abstract
To explore the spatiotemporal evolution of carbon sinks in Shaanxi Province, and their impact mechanisms, this study used panel data from 107 counties (districts) in Shaanxi Province from 2000 to 2017. First, we conducted spatial distribution directional analysis and exploratory spatial data analysis (ESDA). Then, we constructed a geographic spatial weight matrix and used the spatial panel Durbin model to analyze the driving factors of carbon sink changes in Shaanxi Province, from the perspective of spatial effects. The results showed that: (1) The temporal evolution of carbon sinks during the study period showed an overall upward trend, but the carbon sinks of counties (districts) differed greatly, and the center of gravity of carbon sinks, as a whole, showed the characteristics of “south to north” migration. (2) The carbon sinks of Shaanxi Province have a significant positive global spatial autocorrelation in geographic space. The local spatial pattern was characterized by low-value agglomeration (low-low cluster) and high-value agglomeration (high-high cluster), supplemented by high-value bulge (high-low outlier) and low-value collapse (low-high outlier). (3) The result of the spatial measurement model proved that the spatial Durbin model, with dual fixed effects of time and space, should be selected. In the model results, factors such as population, per capita gross domestic product (GDP), local government general budget expenditure, and local government general budget revenue all reflect strong spatial spillover effects. Accordingly, in the process of promoting “carbon neutrality”, the government needs to comprehensively consider the existence of spatial spillover effects between neighboring counties (districts), and strengthen the linkage-management and control roles of counties (districts) in increasing carbon sinks.
Collapse
Affiliation(s)
- Shuohua Liu
- College of Economics and Management, Northwest A&F University, Xianyang 712100, China; (S.L.); (X.Z.)
- Center for Resource Economics and Environment Management, Northwest A&F University, Xianyang 712100, China
| | - Xiao Zhang
- College of Economics and Management, Northwest A&F University, Xianyang 712100, China; (S.L.); (X.Z.)
- Center for Resource Economics and Environment Management, Northwest A&F University, Xianyang 712100, China
| | - Yifan Zhou
- College of Economics and Management, Hebei Agricultural University, Baoding 071000, China;
| | - Shunbo Yao
- College of Economics and Management, Northwest A&F University, Xianyang 712100, China; (S.L.); (X.Z.)
- Center for Resource Economics and Environment Management, Northwest A&F University, Xianyang 712100, China
- Correspondence:
| |
Collapse
|
19
|
Ji T, Liu L, Wang L, Li Y, Liu Y. CO
2
‐Philic Mixed‐Matrix Membranes Based on Ultra‐Stable Porous‐Framework Zirconium Phosphate. CHEM-ING-TECH 2021. [DOI: 10.1002/cite.202100133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Taotao Ji
- Dalian University of Technology State Key Laboratory of Fine Chemicals, School of Chemical Engineering 116024 Dalian China
| | - Liangliang Liu
- Dalian University of Technology State Key Laboratory of Fine Chemicals, School of Chemical Engineering 116024 Dalian China
| | - Lingyi Wang
- Dalian University of Technology State Key Laboratory of Fine Chemicals, School of Chemical Engineering 116024 Dalian China
| | - Yanshuo Li
- Ningbo University School of Materials Science and Chemical Engineering 315211 Ningbo China
| | - Yi Liu
- Dalian University of Technology State Key Laboratory of Fine Chemicals, School of Chemical Engineering 116024 Dalian China
| |
Collapse
|