The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries

In recent years, the carbon dioxide emissions generated by the massive consumption of fossil energy have been increasing year by year, resulting in more and more obvious greenhouse effect, and the occurrence of climate disasters around the world has become more and more frequent. This study analyses...

Full description

Autores:
Cervantes Galvan, Lisette Paola
Aslam Bhatti, Uzair
Carmona, Carlos Javier
Simancas Trujillo, Ricardo Antonio
Tipo de recurso:
Article of investigation
Fecha de publicación:
2022
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/10002
Acceso en línea:
https://hdl.handle.net/11323/10002
https://repositorio.cuc.edu.co/
Palabra clave:
Middle-income trap
Latin America
ARDL model
Economic growth
CO2 emission
Rights
openAccess
License
Atribución 4.0 Internacional (CC BY 4.0)
id RCUC2_88176255aa426be4afcbb113a63a30d4
oai_identifier_str oai:repositorio.cuc.edu.co:11323/10002
network_acronym_str RCUC2
network_name_str REDICUC - Repositorio CUC
repository_id_str
dc.title.eng.fl_str_mv The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
title The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
spellingShingle The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
Middle-income trap
Latin America
ARDL model
Economic growth
CO2 emission
title_short The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
title_full The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
title_fullStr The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
title_full_unstemmed The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
title_sort The nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countries
dc.creator.fl_str_mv Cervantes Galvan, Lisette Paola
Aslam Bhatti, Uzair
Carmona, Carlos Javier
Simancas Trujillo, Ricardo Antonio
dc.contributor.author.none.fl_str_mv Cervantes Galvan, Lisette Paola
Aslam Bhatti, Uzair
Carmona, Carlos Javier
Simancas Trujillo, Ricardo Antonio
dc.subject.proposal.eng.fl_str_mv Middle-income trap
Latin America
ARDL model
Economic growth
CO2 emission
topic Middle-income trap
Latin America
ARDL model
Economic growth
CO2 emission
description In recent years, the carbon dioxide emissions generated by the massive consumption of fossil energy have been increasing year by year, resulting in more and more obvious greenhouse effect, and the occurrence of climate disasters around the world has become more and more frequent. This study analyses the long-term effects of economic growth, trade, foreign direct investment (FDI) and gross domestic product (GDP) on carbon dioxide (CO2) emissions in Latin American countries that are in the middle-income trap (MIT). Using annual time-series data for the period 2000–2020, the results of middle-income countries of Latin America are compared with higher-income countries (Singapore, the United States, and South Korea) and an upper-middle-income country, China. Specifically, we examine the role of sector value addition to GDP on the CO2 emission nexus for middle-income economies, controlling for the effects on GDP, FDI, and trade. Using regression and path analysis (multiple regression) we find that for higher-income countries FDI, GDP and trade are the important variables that have a strong positive impact on CO2 emission, but that positive impact is weak in MIT countries, which makes this study significant as it highlights important variables needed for MIT countries to remain focused. Autoregressive distributed lag (ARDL) model results also explore that FDI, GDP growth and trade variables can significantly accelerate the environmental quality by CO2 emission, while tourism/travel services and education do not much impact the environment. Hence, our paper provides solid ground for developing a sustainable and pro-growth policy for MIT countries because they are plagued by the decline or stagnation of economic growth.
publishDate 2022
dc.date.issued.none.fl_str_mv 2022-07-13
dc.date.accessioned.none.fl_str_mv 2023-04-25T16:59:03Z
dc.date.available.none.fl_str_mv 2023-04-25T16:59:03Z
dc.type.spa.fl_str_mv Artículo de revista
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.content.spa.fl_str_mv Text
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/ART
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
format http://purl.org/coar/resource_type/c_2df8fbb1
status_str publishedVersion
dc.identifier.citation.spa.fl_str_mv Galvan LPC, Bhatti UA, Campo CC and Trujillo RAS (2022) The Nexus Between CO2 Emission, Economic Growth, Trade Openness: Evidences From Middle-Income Trap Countries. Front. Environ. Sci. 10:938776. doi: 10.3389/fenvs.2022.938776
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/11323/10002
dc.identifier.doi.none.fl_str_mv 10.3389/fenvs.2022.938776
dc.identifier.eissn.spa.fl_str_mv 2296-665X
dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
dc.identifier.repourl.spa.fl_str_mv https://repositorio.cuc.edu.co/
identifier_str_mv Galvan LPC, Bhatti UA, Campo CC and Trujillo RAS (2022) The Nexus Between CO2 Emission, Economic Growth, Trade Openness: Evidences From Middle-Income Trap Countries. Front. Environ. Sci. 10:938776. doi: 10.3389/fenvs.2022.938776
10.3389/fenvs.2022.938776
2296-665X
Corporación Universidad de la Costa
REDICUC - Repositorio CUC
url https://hdl.handle.net/11323/10002
https://repositorio.cuc.edu.co/
dc.relation.ispartofjournal.spa.fl_str_mv Frontiers in Environmental Science
dc.relation.references.spa.fl_str_mv Aamir, M., Li, Z., Bazai, S., Wagan, R. A., Bhatti, U. A., Nizamani, M. M., et al. (2021). Spatiotemporal Change of Air-Quality Patterns in Hubei Province-A Pre- to Post-COVID-19 Analysis Using Path Analysis and Regression. Atmosphere 12 (10), 1338. doi:10.3390/atmos12101338
Adebayo, T. S., and Rjoub, H. (2021). Assessment of the Role of Trade and Renewable Energy Consumption on Consumption-Based Carbon Emissions: Evidence from the MINT Economies. Environ. Sci. Pollut. Res. 28 (41), 58271–58283. doi:10.1007/s11356-021-14754-0
Ali, M., and Kirikkaleli, D. (2022). The Asymmetric Effect of Renewable Energy and Trade on Consumption-Based CO2 Emissions: The Case of Italy. Integr. Environ. Assess. Manag. 18 (Issue 3), 784–795. doi:10.1002/ieam.4516
Bhatti, U. A., Huang, M., Wang, H., Zhang, Y., Mehmood, A., and Di, W. (2018). Recommendation System for Immunization Coverage and Monitoring. Hum. Vaccines Immunother. 14 (1), 165–171. doi:10.1080/ 21645515.2017.1379639
Bhatti, U. A., Huang, M., Wu, D., Zhang, Y., Mehmood, A., and Han, H. (2019). Recommendation System Using Feature Extraction and Pattern Recognition in Clinical Care Systems. Enterp. Inf. Syst. 13 (3), 329–351. doi:10.1080/17517575. 2018.1557256
Bhatti, U. A., Yu, Z., Chanussot, J., Zeeshan, Z., Yuan, L., Luo, W., et al. (2021a). Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering. IEEE Trans. Geoscience Remote Sens 60. doi:10. 1109/TGRS.2021.3090410
Bhatti, U. A., Yan, Y., Zhou, M., Ali, S., Hussain, A., Qingsong, H., et al. (2021). Time Series Analysis and Forecasting of Air Pollution Particulate Matter (PM2.5): An SARIMA and Factor Analysis Approach. IEEE Access 9, 41019–41031. doi:10.1109/access.2021.3060744
Bhatti, U. A., Zeeshan, Z., Nizamani, M. M., Bazai, S., Yu, Z., and Yuan, L. (2022). Assessing the Change of Ambient Air Quality Patterns in Jiangsu Province of China Pre-to Post-COVID-19. Chemosphere 288, 132569. doi:10.1016/j. chemosphere.2021.132569
Cederborg, J., and Snöbohm, S. (2016). Is There a Relationship between Economic Growth and Carbon Dioxide Emissions?
Chunling, L., Memon, J. A., Thanh, T. L., Ali, M., and Kirikkaleli, D. (2021). The Impact of Public-Private Partnership Investment in Energy and Technological Innovation on Ecological Footprint: The Case of Pakistan. Sustainability 13 (18), 10085. doi:10.3390/su131810085
Debone, D., Martins, T. D., and Miraglia, S. G. E. K. (2022). Modeling Carbon Release of Brazilian Highest Economic Pole and Major Urban Emitter: Comparing Classical Methods and Artificial Neural Networks. Climate 10 (1), 9. doi:10.3390/cli10010009
Dinda, S. (2004). Environmental Kuznets Curve Hypothesis: a Survey. Ecol. Econ. 49 (4), 431–455. doi:10.1016/j.ecolecon.2004.02.011
Edwards, C. (2017). Margaret Thatcher’s Privatization Legacy. Cato J. 37, 89.
Egawa, A. (2013). Will Income Inequality Cause a Middle-Income Trap in Asia? 797. Bruegel.
Fan, H., Hashmi, S. H., Habib, Y., and Ali, M. (2020). How Do Urbanization and Urban Agglomeration Affect CO2 Emissions in South Asia? Testing Nonlinearity Puzzle with Dynamic STIRPAT Model. Chin. J. Urban Environ. Stud. 08 (Issue 01), 2050003. doi:10.1142/s2345748120500037
Galeotti, M., Lanza, A., and Pauli, F. (2006). Reassessing the Environmental Kuznets Curve for CO2 Emissions: A Robustness Exercise. Ecol. Econ. 57 (1), 152–163. doi:10.1016/j.ecolecon.2005.03.031
Glawe, L., and Wagner, H. (2020). China in the Middle-Income Trap? China Econ. Rev. 60, 101264. doi:10.1016/j.chieco.2019.01.003
Gonçalves, C. E. S., and Salles, J. M. (2008). Inflation Targeting in Emerging Economies: What Do the Data Say? J. Dev. Econ. 85 (1-2), 312–318. doi:10. 1016/j.jdeveco.2006.07.002
Green, F., and Stern, N. (2017). China’s Changing Economy: Implications for its Carbon Dioxide Emissions. Clim. policy 17 (4), 423–442. doi:10.1080/14693062. 2016.1156515
Grossman, G. M., and Krueger, A. B. (1991). Environmental Impacts of a North American Free Trade Agreement.
Hotak, S., Islam, M., Kakinaka, M., and Kotani, K. (2020). Carbon Emissions and Carbon Trade Balances: International Evidence from Panel ARDL Analysis. Environ. Sci. Pollut. Res. 27 (19), 24115–24128. doi:10.1007/s11356-020- 08478-w
Kang, Y.-Q., Zhao, T., and Yang, Y.-Y. (2016). Environmental Kuznets Curve for CO2 Emissions in China: A Spatial Panel Data Approach. Ecol. Indic. 63, 231–239. doi:10.1016/j.ecolind.2015.12.011
Kaygusuz, K. (2009). Energy and Environmental Issues Relating to Greenhouse Gas Emissions for Sustainable Development in Turkey. Renew. Sustain. Energy Rev. 13 (1), 253–270. doi:10.1016/j.rser.2007.07.009
Khan, M. K., Khan, M. I., and Rehan, M. (2020). The Relationship between Energy Consumption, Economic Growth and Carbon Dioxide Emissions in Pakistan. Financ. Innov. 6 (1), 1–13. doi:10.1186/s40854-019-0162-0
Khaskheli, A., Jiang, Y., Raza, S. A., Khan, K. A., and Qureshi, M. A. (2021). Financial Development, International Trade, and Environmental Degradation: a Nonlinear Threshold Model Based on Panel Smooth Transition Regression. Environ. Sci. Pollut. Res. 28 (21), 26449–26460. doi:10.1007/s11356-020- 11912-8
Kirikkaleli, D., Ali, M., and Altuntaş, M. (2022). Environmental Sustainability and Public–Private Partnerships Investment in Energy in Bangladesh. Environ. Sci. Pollut. Res. doi:10.1007/s11356-022-19771-1
Koengkan, M., Fuinhas, J. A., and Santiago, R. (2020). Asymmetric Impacts of Globalisation on CO2 Emissions of Countries in Latin America and the Caribbean. Environ. Syst. Decis. 40 (1), 135–147. doi:10.1007/s10669-019- 09752-0
Kripfganz, S., and Schneider, D. C. (2016). “Ardl: Stata Module to Estimate Autoregressive Distributed Lag Models,” in Stata Conference Chicago.
Liu, Y., Chen, S., Chen, B., and Yang, W. (2017). Analysis of CO2 Emissions Embodied in China’s Bilateral Trade: a Non-competitive Import Input-Output Approach. J. Clean. Prod. 163, S410–S419. doi:10.1016/j.jclepro.2016.02.085
Liu, Y., Yan, B., and Zhou, Y. (2016). Urbanization, Economic Growth, and Carbon Dioxide Emissions in China: A Panel Cointegration and Causality Analysis. J. Geogr. Sci. 26 (2), 131–152. doi:10.1007/s11442-016-1259-2
Loganathan, N., Shahbaz, M., and Taha, R. (2014). The Link between Green Taxation and Economic Growth on CO2 Emissions: Fresh Evidence from Malaysia. Renew. Sustain. Energy Rev. 38, 1083–1091. doi:10.1016/j.rser.2014. 07.057
Mensah, I. A., Sun, M., Gao, C., Omari-Sasu, A. Y., Zhu, D., Ampimah, B. C., et al. (2019). Analysis on the Nexus of Economic Growth, Fossil Fuel Energy Consumption, CO2 Emissions and Oil Price in Africa Based on a PMG Panel ARDL Approach. J. Clean. Prod. 228, 161–174. doi:10.1016/j.jclepro. 2019.04.281
Ozturk, I., and Al-Mulali, U. (2015). Investigating the Validity of the Environmental Kuznets Curve Hypothesis in Cambodia. Ecol. Indic. 57, 324–330. doi:10.1016/j.ecolind.2015.05.018
Parrique, T., Barth, J., Briens, F., Kuokkanen, A., and Spangenberg, J. H. (2019). Evidence and Arguments against Green Growth as a Sole Strategy for Sustainability. European Environmental Bureau.
Qayyum, M., Ali, M., Nizamani, M. M., Li, S., Yu, Y., and Jahanger, A. (2021). Nexus between Financial Development, Renewable Energy Consumption, Technological Innovations and CO2 Emissions: The Case of India. Energies 14 (Issue 15), 4505. doi:10.3390/en14154505
Qayyum, M., Yu, Y., Nizamani, M. M., Raza, S., Ali, M., and Li, S. (2022). Financial Instability and CO2 Emissions in India: Evidence from ARDL Bound Testing Approach. Energy and Environ., 0958305X2110650. doi:10.1177/ 0958305X211065019
Ran, Q., Zhang, J., and Hao, Y. (2020). Does Environmental Decentralization Exacerbate China’s Carbon Emissions? Evidence Based on Dynamic Threshold Effect Analysis. Sci. Total Environ. 721, 137656. doi:10.1016/j.scitotenv.2020. 137656
Satrovic, E. (2017). Financial Development and Human Capital in Turkey: ARDL Approach. Kapadokya Akad. Bakış 1 (2), 1–15.
Saud, S., Chen, S., Danish, A., and Haseeb, A. (2019). Impact of Financial Development and Economic Growth on Environmental Quality: an Empirical Analysis from Belt and Road Initiative (BRI) Countries. Environ. Sci. Pollut. Res. 26 (3), 2253–2269. doi:10.1007/s11356-018-3688-1
Sener, S., and Karakas, A. T. (2019). The Effect of Economic Growth on Energy Efficiency: Evidence from High, Upper-Middle and Lower-Middle Income Countries. Procedia Comput. Sci. 158, 523–532. doi:10.1016/j.procs.2019.09.084
Shabir, M., Ali, M., Hashmi, S. H., and Bakhsh, S. (2022). Heterogeneous Effects of Economic Policy Uncertainty and Foreign Direct Investment on Environmental Quality: Cross-Country Evidence. Environ. Sci. Pollut. Res. Int. 29 (Issue 2), 2737–2752. doi:10.1007/s11356-021-15715-3
Shuai, C., Shen, L., Jiao, L., Wu, Y., and Tan, Y. (2017). Identifying Key Impact Factors on Carbon Emission: Evidences from Panel and Time-Series Data of 125 Countries from 1990 to 2011. Appl. energy 187, 310–325. doi:10.1016/j. apenergy.2016.11.029
Smit, B., and Pilifosova, O. (2003). From Adaptation to Adaptive Capacity and Vulnerability Reduction. Sustain. Dev. 8 (9), 9–28. doi:10.1142/ 9781860945816_0002
Su, Z. (2017). “Reform and Development of the Latin-American Economy,” in China and Latin America: Economic and Trade Cooperation in the Next 10 Years, 1–64. doi:10.1142/9789813202290_0001
Sun, H.-p., Tariq, G., Haris, M., and Mohsin, M. (2019). Evaluating the Environmental Effects of Economic Openness: Evidence from SAARC Countries. Environ. Sci. Pollut. Res. 26 (24), 24542–24551. doi:10.1007/ s11356-019-05750-6
Susilo, A. (2021). The Indonesian National Program for Community Empowerment (PNPM)-Rural: Decentralization in the Context of Neoliberalism and World Bank Policies.
Taylor, M. S. (2005). Unbundling the Pollution Haven Hypothesis. Adv. Econ. Analysis Policy 4 (2), 1. doi:10.2202/1538-0637.1408
Wang, S., Zhao, Y., and Wiedmann, T. (2019). Carbon Emissions Embodied in China–Australia Trade: A Scenario Analysis Based on Input–Output Analysis and Panel Regression Models. J. Clean. Prod. 220, 721–731. doi:10.1016/j. jclepro.2019.02.071
Wang, Y., and Zhao, T. (2015). Impacts of Energy-Related CO2 Emissions: Evidence from under Developed, Developing and Highly Developed Regions in China. Ecol. Indic. 50, 186–195. doi:10.1016/j.ecolind.2014.11.010
Wenlong, Z., Tien, N. H., Sibghatullah, A., Asih, D., Soelton, M., and Ramli, Y. (2022). Impact of Energy Efficiency, Technology Innovation, Institutional Quality, and Trade Openness on Greenhouse Gas Emissions in Ten Asian Economies. Environ. Sci. Pollut. Res. Int., 1–16. doi:10.1007/s11356-022- 20079-3
World Bank (2022). Database Website. Available at: https://www.worldbank.org (Accessed on May 7, 2022).
Xiumei, S., Min, Z., and Ming, Z. (2011). Empirical Study on the Relationship between Economic Growth and Carbon Emissions in Resource-dependent Cities Based on Vector Autoregression Model. Energy Procedia 5, 2461–2467. doi:10.1016/j.egypro.2011.03.423
Yang, B., Jahanger, A., and Ali, M. (2021). Remittance Inflows Affect the Ecological Footprint in BICS Countries: Do Technological Innovation and Financial Development Matter? Environ. Sci. Pollut. Res. Int. 28 (Issue 18), 23482–23500. doi:10.1007/s11356-021-12400-3
Yang, B., Ali, M., Hashmi, S. H., and Jahanger, A. (2022). Do Income Inequality and Institutional Quality Affect CO2 Emissions in Developing Economies? Environ. Sci. Pollut. Res.. doi:10.1007/s11356-021-18278-5
Yang, B., Ali, M., Nazir, M. R., Ullah, W., and Qayyum, M. (2020a). Financial Instability and CO2 Emissions: Cross-Country Evidence. Air Qual. Atmos. Health 13 (Issue 4), 459–468. doi:10.1007/s11869-020-00809-7
Yang, B., Ali, M., Hashmi, S. H., and Shabir, M. (2020b). Income Inequality and CO2 Emissions in Developing Countries: The Moderating Role of Financial Instability. Sustainability 12 (17), 6810. doi:10.3390/su12176810
Yang, G., Sun, T., Wang, J., and Li, X. (2015). Modeling the Nexus between Carbon Dioxide Emissions and Economic Growth. Energy Policy 86, 104–117. doi:10. 1016/j.enpol.2015.06.031
Yuan, R., Li, C., Ahmed Memon, J., Ali, M., and Nawaz, M. A. (2022). The Nexus between Fiscal Decentralization and Environmental Sustainability in Japan. Front. Environ. Sci. 10. doi:10.3389/fenvs.2022.905461
Zhang, Q., Liao, H., and Hao, Y. (2018). Does One Path Fit All? an Empirical Study on the Relationship between Energy Consumption and Economic Development for Individual Chinese Provinces. Energy 150, 527–543. doi:10.1016/j.energy.2018.02.106
Zhang, S., Liu, X., and Bae, J. (2017). Does Trade Openness Affect CO2 Emissions: Evidence from Ten Newly Industrialized Countries? Environ. Sci. Pollut. Res. 24 (21), 17616–17625. doi:10.1007/s11356-017-9392-8
dc.relation.citationendpage.spa.fl_str_mv 16
dc.relation.citationstartpage.spa.fl_str_mv 1
dc.relation.citationvolume.spa.fl_str_mv 10
dc.rights.eng.fl_str_mv © 2023 Frontiers Media S.A. All rights reserved
dc.rights.license.spa.fl_str_mv Atribución 4.0 Internacional (CC BY 4.0)
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv Atribución 4.0 Internacional (CC BY 4.0)
© 2023 Frontiers Media S.A. All rights reserved
https://creativecommons.org/licenses/by/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 16 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Frontiers Media S.A.
dc.publisher.place.spa.fl_str_mv Switzerland
dc.source.spa.fl_str_mv https://www.frontiersin.org/articles/10.3389/fenvs.2022.938776/full
institution Corporación Universidad de la Costa
bitstream.url.fl_str_mv https://repositorio.cuc.edu.co/bitstreams/c98c1aee-7ab7-4ceb-b5d4-0d0786f7eeef/download
https://repositorio.cuc.edu.co/bitstreams/7d3f7dbd-0460-4339-b01c-6413d8f6cecb/download
https://repositorio.cuc.edu.co/bitstreams/dc4c18a7-cf35-4390-a171-f00e07532c43/download
https://repositorio.cuc.edu.co/bitstreams/23ea888e-e7e9-46c6-b578-c1dd1f47eb74/download
bitstream.checksum.fl_str_mv 16610c8454be90dd0b63b5068a7b46ed
2f9959eaf5b71fae44bbf9ec84150c7a
65dc2a20a0fc13da5ea17492d8c3fcf1
aabbb46a3a046b736c9927c9f67049f2
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio de la Universidad de la Costa CUC
repository.mail.fl_str_mv repdigital@cuc.edu.co
_version_ 1811760724703182848
spelling Atribución 4.0 Internacional (CC BY 4.0)© 2023 Frontiers Media S.A. All rights reservedhttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Cervantes Galvan, Lisette PaolaAslam Bhatti, UzairCarmona, Carlos JavierSimancas Trujillo, Ricardo Antonio2023-04-25T16:59:03Z2023-04-25T16:59:03Z2022-07-13Galvan LPC, Bhatti UA, Campo CC and Trujillo RAS (2022) The Nexus Between CO2 Emission, Economic Growth, Trade Openness: Evidences From Middle-Income Trap Countries. Front. Environ. Sci. 10:938776. doi: 10.3389/fenvs.2022.938776https://hdl.handle.net/11323/1000210.3389/fenvs.2022.9387762296-665XCorporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/In recent years, the carbon dioxide emissions generated by the massive consumption of fossil energy have been increasing year by year, resulting in more and more obvious greenhouse effect, and the occurrence of climate disasters around the world has become more and more frequent. This study analyses the long-term effects of economic growth, trade, foreign direct investment (FDI) and gross domestic product (GDP) on carbon dioxide (CO2) emissions in Latin American countries that are in the middle-income trap (MIT). Using annual time-series data for the period 2000–2020, the results of middle-income countries of Latin America are compared with higher-income countries (Singapore, the United States, and South Korea) and an upper-middle-income country, China. Specifically, we examine the role of sector value addition to GDP on the CO2 emission nexus for middle-income economies, controlling for the effects on GDP, FDI, and trade. Using regression and path analysis (multiple regression) we find that for higher-income countries FDI, GDP and trade are the important variables that have a strong positive impact on CO2 emission, but that positive impact is weak in MIT countries, which makes this study significant as it highlights important variables needed for MIT countries to remain focused. Autoregressive distributed lag (ARDL) model results also explore that FDI, GDP growth and trade variables can significantly accelerate the environmental quality by CO2 emission, while tourism/travel services and education do not much impact the environment. Hence, our paper provides solid ground for developing a sustainable and pro-growth policy for MIT countries because they are plagued by the decline or stagnation of economic growth.16 páginasapplication/pdfFrontiers Media S.A.Switzerlandhttps://www.frontiersin.org/articles/10.3389/fenvs.2022.938776/fullThe nexus between co2 emission, economic growth, trade openness: evidences from middle-income trap countriesArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85Frontiers in Environmental ScienceAamir, M., Li, Z., Bazai, S., Wagan, R. A., Bhatti, U. A., Nizamani, M. M., et al. (2021). Spatiotemporal Change of Air-Quality Patterns in Hubei Province-A Pre- to Post-COVID-19 Analysis Using Path Analysis and Regression. Atmosphere 12 (10), 1338. doi:10.3390/atmos12101338Adebayo, T. S., and Rjoub, H. (2021). Assessment of the Role of Trade and Renewable Energy Consumption on Consumption-Based Carbon Emissions: Evidence from the MINT Economies. Environ. Sci. Pollut. Res. 28 (41), 58271–58283. doi:10.1007/s11356-021-14754-0Ali, M., and Kirikkaleli, D. (2022). The Asymmetric Effect of Renewable Energy and Trade on Consumption-Based CO2 Emissions: The Case of Italy. Integr. Environ. Assess. Manag. 18 (Issue 3), 784–795. doi:10.1002/ieam.4516Bhatti, U. A., Huang, M., Wang, H., Zhang, Y., Mehmood, A., and Di, W. (2018). Recommendation System for Immunization Coverage and Monitoring. Hum. Vaccines Immunother. 14 (1), 165–171. doi:10.1080/ 21645515.2017.1379639Bhatti, U. A., Huang, M., Wu, D., Zhang, Y., Mehmood, A., and Han, H. (2019). Recommendation System Using Feature Extraction and Pattern Recognition in Clinical Care Systems. Enterp. Inf. Syst. 13 (3), 329–351. doi:10.1080/17517575. 2018.1557256Bhatti, U. A., Yu, Z., Chanussot, J., Zeeshan, Z., Yuan, L., Luo, W., et al. (2021a). Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering. IEEE Trans. Geoscience Remote Sens 60. doi:10. 1109/TGRS.2021.3090410Bhatti, U. A., Yan, Y., Zhou, M., Ali, S., Hussain, A., Qingsong, H., et al. (2021). Time Series Analysis and Forecasting of Air Pollution Particulate Matter (PM2.5): An SARIMA and Factor Analysis Approach. IEEE Access 9, 41019–41031. doi:10.1109/access.2021.3060744Bhatti, U. A., Zeeshan, Z., Nizamani, M. M., Bazai, S., Yu, Z., and Yuan, L. (2022). Assessing the Change of Ambient Air Quality Patterns in Jiangsu Province of China Pre-to Post-COVID-19. Chemosphere 288, 132569. doi:10.1016/j. chemosphere.2021.132569Cederborg, J., and Snöbohm, S. (2016). Is There a Relationship between Economic Growth and Carbon Dioxide Emissions?Chunling, L., Memon, J. A., Thanh, T. L., Ali, M., and Kirikkaleli, D. (2021). The Impact of Public-Private Partnership Investment in Energy and Technological Innovation on Ecological Footprint: The Case of Pakistan. Sustainability 13 (18), 10085. doi:10.3390/su131810085Debone, D., Martins, T. D., and Miraglia, S. G. E. K. (2022). Modeling Carbon Release of Brazilian Highest Economic Pole and Major Urban Emitter: Comparing Classical Methods and Artificial Neural Networks. Climate 10 (1), 9. doi:10.3390/cli10010009Dinda, S. (2004). Environmental Kuznets Curve Hypothesis: a Survey. Ecol. Econ. 49 (4), 431–455. doi:10.1016/j.ecolecon.2004.02.011Edwards, C. (2017). Margaret Thatcher’s Privatization Legacy. Cato J. 37, 89.Egawa, A. (2013). Will Income Inequality Cause a Middle-Income Trap in Asia? 797. Bruegel.Fan, H., Hashmi, S. H., Habib, Y., and Ali, M. (2020). How Do Urbanization and Urban Agglomeration Affect CO2 Emissions in South Asia? Testing Nonlinearity Puzzle with Dynamic STIRPAT Model. Chin. J. Urban Environ. Stud. 08 (Issue 01), 2050003. doi:10.1142/s2345748120500037Galeotti, M., Lanza, A., and Pauli, F. (2006). Reassessing the Environmental Kuznets Curve for CO2 Emissions: A Robustness Exercise. Ecol. Econ. 57 (1), 152–163. doi:10.1016/j.ecolecon.2005.03.031Glawe, L., and Wagner, H. (2020). China in the Middle-Income Trap? China Econ. Rev. 60, 101264. doi:10.1016/j.chieco.2019.01.003Gonçalves, C. E. S., and Salles, J. M. (2008). Inflation Targeting in Emerging Economies: What Do the Data Say? J. Dev. Econ. 85 (1-2), 312–318. doi:10. 1016/j.jdeveco.2006.07.002Green, F., and Stern, N. (2017). China’s Changing Economy: Implications for its Carbon Dioxide Emissions. Clim. policy 17 (4), 423–442. doi:10.1080/14693062. 2016.1156515Grossman, G. M., and Krueger, A. B. (1991). Environmental Impacts of a North American Free Trade Agreement.Hotak, S., Islam, M., Kakinaka, M., and Kotani, K. (2020). Carbon Emissions and Carbon Trade Balances: International Evidence from Panel ARDL Analysis. Environ. Sci. Pollut. Res. 27 (19), 24115–24128. doi:10.1007/s11356-020- 08478-wKang, Y.-Q., Zhao, T., and Yang, Y.-Y. (2016). Environmental Kuznets Curve for CO2 Emissions in China: A Spatial Panel Data Approach. Ecol. Indic. 63, 231–239. doi:10.1016/j.ecolind.2015.12.011Kaygusuz, K. (2009). Energy and Environmental Issues Relating to Greenhouse Gas Emissions for Sustainable Development in Turkey. Renew. Sustain. Energy Rev. 13 (1), 253–270. doi:10.1016/j.rser.2007.07.009Khan, M. K., Khan, M. I., and Rehan, M. (2020). The Relationship between Energy Consumption, Economic Growth and Carbon Dioxide Emissions in Pakistan. Financ. Innov. 6 (1), 1–13. doi:10.1186/s40854-019-0162-0Khaskheli, A., Jiang, Y., Raza, S. A., Khan, K. A., and Qureshi, M. A. (2021). Financial Development, International Trade, and Environmental Degradation: a Nonlinear Threshold Model Based on Panel Smooth Transition Regression. Environ. Sci. Pollut. Res. 28 (21), 26449–26460. doi:10.1007/s11356-020- 11912-8Kirikkaleli, D., Ali, M., and Altuntaş, M. (2022). Environmental Sustainability and Public–Private Partnerships Investment in Energy in Bangladesh. Environ. Sci. Pollut. Res. doi:10.1007/s11356-022-19771-1Koengkan, M., Fuinhas, J. A., and Santiago, R. (2020). Asymmetric Impacts of Globalisation on CO2 Emissions of Countries in Latin America and the Caribbean. Environ. Syst. Decis. 40 (1), 135–147. doi:10.1007/s10669-019- 09752-0Kripfganz, S., and Schneider, D. C. (2016). “Ardl: Stata Module to Estimate Autoregressive Distributed Lag Models,” in Stata Conference Chicago.Liu, Y., Chen, S., Chen, B., and Yang, W. (2017). Analysis of CO2 Emissions Embodied in China’s Bilateral Trade: a Non-competitive Import Input-Output Approach. J. Clean. Prod. 163, S410–S419. doi:10.1016/j.jclepro.2016.02.085Liu, Y., Yan, B., and Zhou, Y. (2016). Urbanization, Economic Growth, and Carbon Dioxide Emissions in China: A Panel Cointegration and Causality Analysis. J. Geogr. Sci. 26 (2), 131–152. doi:10.1007/s11442-016-1259-2Loganathan, N., Shahbaz, M., and Taha, R. (2014). The Link between Green Taxation and Economic Growth on CO2 Emissions: Fresh Evidence from Malaysia. Renew. Sustain. Energy Rev. 38, 1083–1091. doi:10.1016/j.rser.2014. 07.057Mensah, I. A., Sun, M., Gao, C., Omari-Sasu, A. Y., Zhu, D., Ampimah, B. C., et al. (2019). Analysis on the Nexus of Economic Growth, Fossil Fuel Energy Consumption, CO2 Emissions and Oil Price in Africa Based on a PMG Panel ARDL Approach. J. Clean. Prod. 228, 161–174. doi:10.1016/j.jclepro. 2019.04.281Ozturk, I., and Al-Mulali, U. (2015). Investigating the Validity of the Environmental Kuznets Curve Hypothesis in Cambodia. Ecol. Indic. 57, 324–330. doi:10.1016/j.ecolind.2015.05.018Parrique, T., Barth, J., Briens, F., Kuokkanen, A., and Spangenberg, J. H. (2019). Evidence and Arguments against Green Growth as a Sole Strategy for Sustainability. European Environmental Bureau.Qayyum, M., Ali, M., Nizamani, M. M., Li, S., Yu, Y., and Jahanger, A. (2021). Nexus between Financial Development, Renewable Energy Consumption, Technological Innovations and CO2 Emissions: The Case of India. Energies 14 (Issue 15), 4505. doi:10.3390/en14154505Qayyum, M., Yu, Y., Nizamani, M. M., Raza, S., Ali, M., and Li, S. (2022). Financial Instability and CO2 Emissions in India: Evidence from ARDL Bound Testing Approach. Energy and Environ., 0958305X2110650. doi:10.1177/ 0958305X211065019Ran, Q., Zhang, J., and Hao, Y. (2020). Does Environmental Decentralization Exacerbate China’s Carbon Emissions? Evidence Based on Dynamic Threshold Effect Analysis. Sci. Total Environ. 721, 137656. doi:10.1016/j.scitotenv.2020. 137656Satrovic, E. (2017). Financial Development and Human Capital in Turkey: ARDL Approach. Kapadokya Akad. Bakış 1 (2), 1–15.Saud, S., Chen, S., Danish, A., and Haseeb, A. (2019). Impact of Financial Development and Economic Growth on Environmental Quality: an Empirical Analysis from Belt and Road Initiative (BRI) Countries. Environ. Sci. Pollut. Res. 26 (3), 2253–2269. doi:10.1007/s11356-018-3688-1Sener, S., and Karakas, A. T. (2019). The Effect of Economic Growth on Energy Efficiency: Evidence from High, Upper-Middle and Lower-Middle Income Countries. Procedia Comput. Sci. 158, 523–532. doi:10.1016/j.procs.2019.09.084Shabir, M., Ali, M., Hashmi, S. H., and Bakhsh, S. (2022). Heterogeneous Effects of Economic Policy Uncertainty and Foreign Direct Investment on Environmental Quality: Cross-Country Evidence. Environ. Sci. Pollut. Res. Int. 29 (Issue 2), 2737–2752. doi:10.1007/s11356-021-15715-3Shuai, C., Shen, L., Jiao, L., Wu, Y., and Tan, Y. (2017). Identifying Key Impact Factors on Carbon Emission: Evidences from Panel and Time-Series Data of 125 Countries from 1990 to 2011. Appl. energy 187, 310–325. doi:10.1016/j. apenergy.2016.11.029Smit, B., and Pilifosova, O. (2003). From Adaptation to Adaptive Capacity and Vulnerability Reduction. Sustain. Dev. 8 (9), 9–28. doi:10.1142/ 9781860945816_0002Su, Z. (2017). “Reform and Development of the Latin-American Economy,” in China and Latin America: Economic and Trade Cooperation in the Next 10 Years, 1–64. doi:10.1142/9789813202290_0001Sun, H.-p., Tariq, G., Haris, M., and Mohsin, M. (2019). Evaluating the Environmental Effects of Economic Openness: Evidence from SAARC Countries. Environ. Sci. Pollut. Res. 26 (24), 24542–24551. doi:10.1007/ s11356-019-05750-6Susilo, A. (2021). The Indonesian National Program for Community Empowerment (PNPM)-Rural: Decentralization in the Context of Neoliberalism and World Bank Policies.Taylor, M. S. (2005). Unbundling the Pollution Haven Hypothesis. Adv. Econ. Analysis Policy 4 (2), 1. doi:10.2202/1538-0637.1408Wang, S., Zhao, Y., and Wiedmann, T. (2019). Carbon Emissions Embodied in China–Australia Trade: A Scenario Analysis Based on Input–Output Analysis and Panel Regression Models. J. Clean. Prod. 220, 721–731. doi:10.1016/j. jclepro.2019.02.071Wang, Y., and Zhao, T. (2015). Impacts of Energy-Related CO2 Emissions: Evidence from under Developed, Developing and Highly Developed Regions in China. Ecol. Indic. 50, 186–195. doi:10.1016/j.ecolind.2014.11.010Wenlong, Z., Tien, N. H., Sibghatullah, A., Asih, D., Soelton, M., and Ramli, Y. (2022). Impact of Energy Efficiency, Technology Innovation, Institutional Quality, and Trade Openness on Greenhouse Gas Emissions in Ten Asian Economies. Environ. Sci. Pollut. Res. Int., 1–16. doi:10.1007/s11356-022- 20079-3World Bank (2022). Database Website. Available at: https://www.worldbank.org (Accessed on May 7, 2022).Xiumei, S., Min, Z., and Ming, Z. (2011). Empirical Study on the Relationship between Economic Growth and Carbon Emissions in Resource-dependent Cities Based on Vector Autoregression Model. Energy Procedia 5, 2461–2467. doi:10.1016/j.egypro.2011.03.423Yang, B., Jahanger, A., and Ali, M. (2021). Remittance Inflows Affect the Ecological Footprint in BICS Countries: Do Technological Innovation and Financial Development Matter? Environ. Sci. Pollut. Res. Int. 28 (Issue 18), 23482–23500. doi:10.1007/s11356-021-12400-3Yang, B., Ali, M., Hashmi, S. H., and Jahanger, A. (2022). Do Income Inequality and Institutional Quality Affect CO2 Emissions in Developing Economies? Environ. Sci. Pollut. Res.. doi:10.1007/s11356-021-18278-5Yang, B., Ali, M., Nazir, M. R., Ullah, W., and Qayyum, M. (2020a). Financial Instability and CO2 Emissions: Cross-Country Evidence. Air Qual. Atmos. Health 13 (Issue 4), 459–468. doi:10.1007/s11869-020-00809-7Yang, B., Ali, M., Hashmi, S. H., and Shabir, M. (2020b). Income Inequality and CO2 Emissions in Developing Countries: The Moderating Role of Financial Instability. Sustainability 12 (17), 6810. doi:10.3390/su12176810Yang, G., Sun, T., Wang, J., and Li, X. (2015). Modeling the Nexus between Carbon Dioxide Emissions and Economic Growth. Energy Policy 86, 104–117. doi:10. 1016/j.enpol.2015.06.031Yuan, R., Li, C., Ahmed Memon, J., Ali, M., and Nawaz, M. A. (2022). The Nexus between Fiscal Decentralization and Environmental Sustainability in Japan. Front. Environ. Sci. 10. doi:10.3389/fenvs.2022.905461Zhang, Q., Liao, H., and Hao, Y. (2018). Does One Path Fit All? an Empirical Study on the Relationship between Energy Consumption and Economic Development for Individual Chinese Provinces. Energy 150, 527–543. doi:10.1016/j.energy.2018.02.106Zhang, S., Liu, X., and Bae, J. (2017). Does Trade Openness Affect CO2 Emissions: Evidence from Ten Newly Industrialized Countries? Environ. Sci. Pollut. Res. 24 (21), 17616–17625. doi:10.1007/s11356-017-9392-816110Middle-income trapLatin AmericaARDL modelEconomic growthCO2 emissionPublicationORIGINALThe Nexus Between CO2 Emission, Economic Growth, Trade Openness.pdfThe Nexus Between CO2 Emission, Economic Growth, Trade Openness.pdfArtículoapplication/pdf2505935https://repositorio.cuc.edu.co/bitstreams/c98c1aee-7ab7-4ceb-b5d4-0d0786f7eeef/download16610c8454be90dd0b63b5068a7b46edMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-814828https://repositorio.cuc.edu.co/bitstreams/7d3f7dbd-0460-4339-b01c-6413d8f6cecb/download2f9959eaf5b71fae44bbf9ec84150c7aMD52TEXTThe Nexus Between CO2 Emission, Economic Growth, Trade Openness.pdf.txtThe Nexus Between CO2 Emission, Economic Growth, Trade Openness.pdf.txtExtracted texttext/plain68424https://repositorio.cuc.edu.co/bitstreams/dc4c18a7-cf35-4390-a171-f00e07532c43/download65dc2a20a0fc13da5ea17492d8c3fcf1MD53THUMBNAILThe Nexus Between CO2 Emission, Economic Growth, Trade Openness.pdf.jpgThe Nexus Between CO2 Emission, Economic Growth, Trade Openness.pdf.jpgGenerated Thumbnailimage/jpeg15943https://repositorio.cuc.edu.co/bitstreams/23ea888e-e7e9-46c6-b578-c1dd1f47eb74/downloadaabbb46a3a046b736c9927c9f67049f2MD5411323/10002oai:repositorio.cuc.edu.co:11323/100022024-09-17 10:49:30.059https://creativecommons.org/licenses/by/4.0/© 2023 Frontiers Media S.A. All rights reservedopen.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa CUCrepdigital@cuc.edu.coTEEgT0JSQSAoVEFMIFkgQ09NTyBTRSBERUZJTkUgTcOBUyBBREVMQU5URSkgU0UgT1RPUkdBIEJBSk8gTE9TIFRFUk1JTk9TIERFIEVTVEEgTElDRU5DSUEgUMOaQkxJQ0EgREUgQ1JFQVRJVkUgQ09NTU9OUyAo4oCcTFBDQ+KAnSBPIOKAnExJQ0VOQ0lB4oCdKS4gTEEgT0JSQSBFU1TDgSBQUk9URUdJREEgUE9SIERFUkVDSE9TIERFIEFVVE9SIFkvVSBPVFJBUyBMRVlFUyBBUExJQ0FCTEVTLiBRVUVEQSBQUk9ISUJJRE8gQ1VBTFFVSUVSIFVTTyBRVUUgU0UgSEFHQSBERSBMQSBPQlJBIFFVRSBOTyBDVUVOVEUgQ09OIExBIEFVVE9SSVpBQ0nDk04gUEVSVElORU5URSBERSBDT05GT1JNSURBRCBDT04gTE9TIFTDiVJNSU5PUyBERSBFU1RBIExJQ0VOQ0lBIFkgREUgTEEgTEVZIERFIERFUkVDSE8gREUgQVVUT1IuCgpNRURJQU5URSBFTCBFSkVSQ0lDSU8gREUgQ1VBTFFVSUVSQSBERSBMT1MgREVSRUNIT1MgUVVFIFNFIE9UT1JHQU4gRU4gRVNUQSBMSUNFTkNJQSwgVVNURUQgQUNFUFRBIFkgQUNVRVJEQSBRVUVEQVIgT0JMSUdBRE8gRU4gTE9TIFRFUk1JTk9TIFFVRSBTRSBTRcORQUxBTiBFTiBFTExBLiBFTCBMSUNFTkNJQU5URSBDT05DRURFIEEgVVNURUQgTE9TIERFUkVDSE9TIENPTlRFTklET1MgRU4gRVNUQSBMSUNFTkNJQSBDT05ESUNJT05BRE9TIEEgTEEgQUNFUFRBQ0nDk04gREUgU1VTIFRFUk1JTk9TIFkgQ09ORElDSU9ORVMuCjEuIERlZmluaWNpb25lcwoKYS4JT2JyYSBDb2xlY3RpdmEgZXMgdW5hIG9icmEsIHRhbCBjb21vIHVuYSBwdWJsaWNhY2nDs24gcGVyacOzZGljYSwgdW5hIGFudG9sb2fDrWEsIG8gdW5hIGVuY2ljbG9wZWRpYSwgZW4gbGEgcXVlIGxhIG9icmEgZW4gc3UgdG90YWxpZGFkLCBzaW4gbW9kaWZpY2FjacOzbiBhbGd1bmEsIGp1bnRvIGNvbiB1biBncnVwbyBkZSBvdHJhcyBjb250cmlidWNpb25lcyBxdWUgY29uc3RpdHV5ZW4gb2JyYXMgc2VwYXJhZGFzIGUgaW5kZXBlbmRpZW50ZXMgZW4gc8OtIG1pc21hcywgc2UgaW50ZWdyYW4gZW4gdW4gdG9kbyBjb2xlY3Rpdm8uIFVuYSBPYnJhIHF1ZSBjb25zdGl0dXllIHVuYSBvYnJhIGNvbGVjdGl2YSBubyBzZSBjb25zaWRlcmFyw6EgdW5hIE9icmEgRGVyaXZhZGEgKGNvbW8gc2UgZGVmaW5lIGFiYWpvKSBwYXJhIGxvcyBwcm9ww7NzaXRvcyBkZSBlc3RhIGxpY2VuY2lhLiBhcXVlbGxhIHByb2R1Y2lkYSBwb3IgdW4gZ3J1cG8gZGUgYXV0b3JlcywgZW4gcXVlIGxhIE9icmEgc2UgZW5jdWVudHJhIHNpbiBtb2RpZmljYWNpb25lcywganVudG8gY29uIHVuYSBjaWVydGEgY2FudGlkYWQgZGUgb3RyYXMgY29udHJpYnVjaW9uZXMsIHF1ZSBjb25zdGl0dXllbiBlbiBzw60gbWlzbW9zIHRyYWJham9zIHNlcGFyYWRvcyBlIGluZGVwZW5kaWVudGVzLCBxdWUgc29uIGludGVncmFkb3MgYWwgdG9kbyBjb2xlY3Rpdm8sIHRhbGVzIGNvbW8gcHVibGljYWNpb25lcyBwZXJpw7NkaWNhcywgYW50b2xvZ8OtYXMgbyBlbmNpY2xvcGVkaWFzLgoKYi4JT2JyYSBEZXJpdmFkYSBzaWduaWZpY2EgdW5hIG9icmEgYmFzYWRhIGVuIGxhIG9icmEgb2JqZXRvIGRlIGVzdGEgbGljZW5jaWEgbyBlbiDDqXN0YSB5IG90cmFzIG9icmFzIHByZWV4aXN0ZW50ZXMsIHRhbGVzIGNvbW8gdHJhZHVjY2lvbmVzLCBhcnJlZ2xvcyBtdXNpY2FsZXMsIGRyYW1hdGl6YWNpb25lcywg4oCcZmljY2lvbmFsaXphY2lvbmVz4oCdLCB2ZXJzaW9uZXMgcGFyYSBjaW5lLCDigJxncmFiYWNpb25lcyBkZSBzb25pZG/igJ0sIHJlcHJvZHVjY2lvbmVzIGRlIGFydGUsIHJlc8O6bWVuZXMsIGNvbmRlbnNhY2lvbmVzLCBvIGN1YWxxdWllciBvdHJhIGVuIGxhIHF1ZSBsYSBvYnJhIHB1ZWRhIHNlciB0cmFuc2Zvcm1hZGEsIGNhbWJpYWRhIG8gYWRhcHRhZGEsIGV4Y2VwdG8gYXF1ZWxsYXMgcXVlIGNvbnN0aXR1eWFuIHVuYSBvYnJhIGNvbGVjdGl2YSwgbGFzIHF1ZSBubyBzZXLDoW4gY29uc2lkZXJhZGFzIHVuYSBvYnJhIGRlcml2YWRhIHBhcmEgZWZlY3RvcyBkZSBlc3RhIGxpY2VuY2lhLiAoUGFyYSBldml0YXIgZHVkYXMsIGVuIGVsIGNhc28gZGUgcXVlIGxhIE9icmEgc2VhIHVuYSBjb21wb3NpY2nDs24gbXVzaWNhbCBvIHVuYSBncmFiYWNpw7NuIHNvbm9yYSwgcGFyYSBsb3MgZWZlY3RvcyBkZSBlc3RhIExpY2VuY2lhIGxhIHNpbmNyb25pemFjacOzbiB0ZW1wb3JhbCBkZSBsYSBPYnJhIGNvbiB1bmEgaW1hZ2VuIGVuIG1vdmltaWVudG8gc2UgY29uc2lkZXJhcsOhIHVuYSBPYnJhIERlcml2YWRhIHBhcmEgbG9zIGZpbmVzIGRlIGVzdGEgbGljZW5jaWEpLgoKYy4JTGljZW5jaWFudGUsIGVzIGVsIGluZGl2aWR1byBvIGxhIGVudGlkYWQgdGl0dWxhciBkZSBsb3MgZGVyZWNob3MgZGUgYXV0b3IgcXVlIG9mcmVjZSBsYSBPYnJhIGVuIGNvbmZvcm1pZGFkIGNvbiBsYXMgY29uZGljaW9uZXMgZGUgZXN0YSBMaWNlbmNpYS4KCmQuCUF1dG9yIG9yaWdpbmFsLCBlcyBlbCBpbmRpdmlkdW8gcXVlIGNyZcOzIGxhIE9icmEuCgplLglPYnJhLCBlcyBhcXVlbGxhIG9icmEgc3VzY2VwdGlibGUgZGUgcHJvdGVjY2nDs24gcG9yIGVsIHLDqWdpbWVuIGRlIERlcmVjaG8gZGUgQXV0b3IgeSBxdWUgZXMgb2ZyZWNpZGEgZW4gbG9zIHTDqXJtaW5vcyBkZSBlc3RhIGxpY2VuY2lhCgpmLglVc3RlZCwgZXMgZWwgaW5kaXZpZHVvIG8gbGEgZW50aWRhZCBxdWUgZWplcmNpdGEgbG9zIGRlcmVjaG9zIG90b3JnYWRvcyBhbCBhbXBhcm8gZGUgZXN0YSBMaWNlbmNpYSB5IHF1ZSBjb24gYW50ZXJpb3JpZGFkIG5vIGhhIHZpb2xhZG8gbGFzIGNvbmRpY2lvbmVzIGRlIGxhIG1pc21hIHJlc3BlY3RvIGEgbGEgT2JyYSwgbyBxdWUgaGF5YSBvYnRlbmlkbyBhdXRvcml6YWNpw7NuIGV4cHJlc2EgcG9yIHBhcnRlIGRlbCBMaWNlbmNpYW50ZSBwYXJhIGVqZXJjZXIgbG9zIGRlcmVjaG9zIGFsIGFtcGFybyBkZSBlc3RhIExpY2VuY2lhIHBlc2UgYSB1bmEgdmlvbGFjacOzbiBhbnRlcmlvci4KCjIuIERlcmVjaG9zIGRlIFVzb3MgSG9ucmFkb3MgeSBleGNlcGNpb25lcyBMZWdhbGVzLgpOYWRhIGVuIGVzdGEgTGljZW5jaWEgcG9kcsOhIHNlciBpbnRlcnByZXRhZG8gY29tbyB1bmEgZGlzbWludWNpw7NuLCBsaW1pdGFjacOzbiBvIHJlc3RyaWNjacOzbiBkZSBsb3MgZGVyZWNob3MgZGVyaXZhZG9zIGRlbCB1c28gaG9ucmFkbyB5IG90cmFzIGxpbWl0YWNpb25lcyBvIGV4Y2VwY2lvbmVzIGEgbG9zIGRlcmVjaG9zIGRlbCBhdXRvciBiYWpvIGVsIHLDqWdpbWVuIGxlZ2FsIHZpZ2VudGUgbyBkZXJpdmFkbyBkZSBjdWFscXVpZXIgb3RyYSBub3JtYSBxdWUgc2UgbGUgYXBsaXF1ZS4KCjMuIENvbmNlc2nDs24gZGUgbGEgTGljZW5jaWEuCkJham8gbG9zIHTDqXJtaW5vcyB5IGNvbmRpY2lvbmVzIGRlIGVzdGEgTGljZW5jaWEsIGVsIExpY2VuY2lhbnRlIG90b3JnYSBhIFVzdGVkIHVuYSBsaWNlbmNpYSBtdW5kaWFsLCBsaWJyZSBkZSByZWdhbMOtYXMsIG5vIGV4Y2x1c2l2YSB5IHBlcnBldHVhIChkdXJhbnRlIHRvZG8gZWwgcGVyw61vZG8gZGUgdmlnZW5jaWEgZGUgbG9zIGRlcmVjaG9zIGRlIGF1dG9yKSBwYXJhIGVqZXJjZXIgZXN0b3MgZGVyZWNob3Mgc29icmUgbGEgT2JyYSB0YWwgeSBjb21vIHNlIGluZGljYSBhIGNvbnRpbnVhY2nDs246CgphLglSZXByb2R1Y2lyIGxhIE9icmEsIGluY29ycG9yYXIgbGEgT2JyYSBlbiB1bmEgbyBtw6FzIE9icmFzIENvbGVjdGl2YXMsIHkgcmVwcm9kdWNpciBsYSBPYnJhIGluY29ycG9yYWRhIGVuIGxhcyBPYnJhcyBDb2xlY3RpdmFzLgoKYi4JRGlzdHJpYnVpciBjb3BpYXMgbyBmb25vZ3JhbWFzIGRlIGxhcyBPYnJhcywgZXhoaWJpcmxhcyBww7pibGljYW1lbnRlLCBlamVjdXRhcmxhcyBww7pibGljYW1lbnRlIHkvbyBwb25lcmxhcyBhIGRpc3Bvc2ljacOzbiBww7pibGljYSwgaW5jbHV5w6luZG9sYXMgY29tbyBpbmNvcnBvcmFkYXMgZW4gT2JyYXMgQ29sZWN0aXZhcywgc2Vnw7puIGNvcnJlc3BvbmRhLgoKYy4JRGlzdHJpYnVpciBjb3BpYXMgZGUgbGFzIE9icmFzIERlcml2YWRhcyBxdWUgc2UgZ2VuZXJlbiwgZXhoaWJpcmxhcyBww7pibGljYW1lbnRlLCBlamVjdXRhcmxhcyBww7pibGljYW1lbnRlIHkvbyBwb25lcmxhcyBhIGRpc3Bvc2ljacOzbiBww7pibGljYS4KTG9zIGRlcmVjaG9zIG1lbmNpb25hZG9zIGFudGVyaW9ybWVudGUgcHVlZGVuIHNlciBlamVyY2lkb3MgZW4gdG9kb3MgbG9zIG1lZGlvcyB5IGZvcm1hdG9zLCBhY3R1YWxtZW50ZSBjb25vY2lkb3MgbyBxdWUgc2UgaW52ZW50ZW4gZW4gZWwgZnV0dXJvLiBMb3MgZGVyZWNob3MgYW50ZXMgbWVuY2lvbmFkb3MgaW5jbHV5ZW4gZWwgZGVyZWNobyBhIHJlYWxpemFyIGRpY2hhcyBtb2RpZmljYWNpb25lcyBlbiBsYSBtZWRpZGEgcXVlIHNlYW4gdMOpY25pY2FtZW50ZSBuZWNlc2FyaWFzIHBhcmEgZWplcmNlciBsb3MgZGVyZWNob3MgZW4gb3RybyBtZWRpbyBvIGZvcm1hdG9zLCBwZXJvIGRlIG90cmEgbWFuZXJhIHVzdGVkIG5vIGVzdMOhIGF1dG9yaXphZG8gcGFyYSByZWFsaXphciBvYnJhcyBkZXJpdmFkYXMuIFRvZG9zIGxvcyBkZXJlY2hvcyBubyBvdG9yZ2Fkb3MgZXhwcmVzYW1lbnRlIHBvciBlbCBMaWNlbmNpYW50ZSBxdWVkYW4gcG9yIGVzdGUgbWVkaW8gcmVzZXJ2YWRvcywgaW5jbHV5ZW5kbyBwZXJvIHNpbiBsaW1pdGFyc2UgYSBhcXVlbGxvcyBxdWUgc2UgbWVuY2lvbmFuIGVuIGxhcyBzZWNjaW9uZXMgNChkKSB5IDQoZSkuCgo0LiBSZXN0cmljY2lvbmVzLgpMYSBsaWNlbmNpYSBvdG9yZ2FkYSBlbiBsYSBhbnRlcmlvciBTZWNjacOzbiAzIGVzdMOhIGV4cHJlc2FtZW50ZSBzdWpldGEgeSBsaW1pdGFkYSBwb3IgbGFzIHNpZ3VpZW50ZXMgcmVzdHJpY2Npb25lczoKCmEuCVVzdGVkIHB1ZWRlIGRpc3RyaWJ1aXIsIGV4aGliaXIgcMO6YmxpY2FtZW50ZSwgZWplY3V0YXIgcMO6YmxpY2FtZW50ZSwgbyBwb25lciBhIGRpc3Bvc2ljacOzbiBww7pibGljYSBsYSBPYnJhIHPDs2xvIGJham8gbGFzIGNvbmRpY2lvbmVzIGRlIGVzdGEgTGljZW5jaWEsIHkgVXN0ZWQgZGViZSBpbmNsdWlyIHVuYSBjb3BpYSBkZSBlc3RhIGxpY2VuY2lhIG8gZGVsIElkZW50aWZpY2Fkb3IgVW5pdmVyc2FsIGRlIFJlY3Vyc29zIGRlIGxhIG1pc21hIGNvbiBjYWRhIGNvcGlhIGRlIGxhIE9icmEgcXVlIGRpc3RyaWJ1eWEsIGV4aGliYSBww7pibGljYW1lbnRlLCBlamVjdXRlIHDDumJsaWNhbWVudGUgbyBwb25nYSBhIGRpc3Bvc2ljacOzbiBww7pibGljYS4gTm8gZXMgcG9zaWJsZSBvZnJlY2VyIG8gaW1wb25lciBuaW5ndW5hIGNvbmRpY2nDs24gc29icmUgbGEgT2JyYSBxdWUgYWx0ZXJlIG8gbGltaXRlIGxhcyBjb25kaWNpb25lcyBkZSBlc3RhIExpY2VuY2lhIG8gZWwgZWplcmNpY2lvIGRlIGxvcyBkZXJlY2hvcyBkZSBsb3MgZGVzdGluYXRhcmlvcyBvdG9yZ2Fkb3MgZW4gZXN0ZSBkb2N1bWVudG8uIE5vIGVzIHBvc2libGUgc3VibGljZW5jaWFyIGxhIE9icmEuIFVzdGVkIGRlYmUgbWFudGVuZXIgaW50YWN0b3MgdG9kb3MgbG9zIGF2aXNvcyBxdWUgaGFnYW4gcmVmZXJlbmNpYSBhIGVzdGEgTGljZW5jaWEgeSBhIGxhIGNsw6F1c3VsYSBkZSBsaW1pdGFjacOzbiBkZSBnYXJhbnTDrWFzLiBVc3RlZCBubyBwdWVkZSBkaXN0cmlidWlyLCBleGhpYmlyIHDDumJsaWNhbWVudGUsIGVqZWN1dGFyIHDDumJsaWNhbWVudGUsIG8gcG9uZXIgYSBkaXNwb3NpY2nDs24gcMO6YmxpY2EgbGEgT2JyYSBjb24gYWxndW5hIG1lZGlkYSB0ZWNub2zDs2dpY2EgcXVlIGNvbnRyb2xlIGVsIGFjY2VzbyBvIGxhIHV0aWxpemFjacOzbiBkZSBlbGxhIGRlIHVuYSBmb3JtYSBxdWUgc2VhIGluY29uc2lzdGVudGUgY29uIGxhcyBjb25kaWNpb25lcyBkZSBlc3RhIExpY2VuY2lhLiBMbyBhbnRlcmlvciBzZSBhcGxpY2EgYSBsYSBPYnJhIGluY29ycG9yYWRhIGEgdW5hIE9icmEgQ29sZWN0aXZhLCBwZXJvIGVzdG8gbm8gZXhpZ2UgcXVlIGxhIE9icmEgQ29sZWN0aXZhIGFwYXJ0ZSBkZSBsYSBvYnJhIG1pc21hIHF1ZWRlIHN1amV0YSBhIGxhcyBjb25kaWNpb25lcyBkZSBlc3RhIExpY2VuY2lhLiBTaSBVc3RlZCBjcmVhIHVuYSBPYnJhIENvbGVjdGl2YSwgcHJldmlvIGF2aXNvIGRlIGN1YWxxdWllciBMaWNlbmNpYW50ZSBkZWJlLCBlbiBsYSBtZWRpZGEgZGUgbG8gcG9zaWJsZSwgZWxpbWluYXIgZGUgbGEgT2JyYSBDb2xlY3RpdmEgY3VhbHF1aWVyIHJlZmVyZW5jaWEgYSBkaWNobyBMaWNlbmNpYW50ZSBvIGFsIEF1dG9yIE9yaWdpbmFsLCBzZWfDum4gbG8gc29saWNpdGFkbyBwb3IgZWwgTGljZW5jaWFudGUgeSBjb25mb3JtZSBsbyBleGlnZSBsYSBjbMOhdXN1bGEgNChjKS4KCmIuCVVzdGVkIG5vIHB1ZWRlIGVqZXJjZXIgbmluZ3VubyBkZSBsb3MgZGVyZWNob3MgcXVlIGxlIGhhbiBzaWRvIG90b3JnYWRvcyBlbiBsYSBTZWNjacOzbiAzIHByZWNlZGVudGUgZGUgbW9kbyBxdWUgZXN0w6luIHByaW5jaXBhbG1lbnRlIGRlc3RpbmFkb3MgbyBkaXJlY3RhbWVudGUgZGlyaWdpZG9zIGEgY29uc2VndWlyIHVuIHByb3ZlY2hvIGNvbWVyY2lhbCBvIHVuYSBjb21wZW5zYWNpw7NuIG1vbmV0YXJpYSBwcml2YWRhLiBFbCBpbnRlcmNhbWJpbyBkZSBsYSBPYnJhIHBvciBvdHJhcyBvYnJhcyBwcm90ZWdpZGFzIHBvciBkZXJlY2hvcyBkZSBhdXRvciwgeWEgc2VhIGEgdHJhdsOpcyBkZSB1biBzaXN0ZW1hIHBhcmEgY29tcGFydGlyIGFyY2hpdm9zIGRpZ2l0YWxlcyAoZGlnaXRhbCBmaWxlLXNoYXJpbmcpIG8gZGUgY3VhbHF1aWVyIG90cmEgbWFuZXJhIG5vIHNlcsOhIGNvbnNpZGVyYWRvIGNvbW8gZXN0YXIgZGVzdGluYWRvIHByaW5jaXBhbG1lbnRlIG8gZGlyaWdpZG8gZGlyZWN0YW1lbnRlIGEgY29uc2VndWlyIHVuIHByb3ZlY2hvIGNvbWVyY2lhbCBvIHVuYSBjb21wZW5zYWNpw7NuIG1vbmV0YXJpYSBwcml2YWRhLCBzaWVtcHJlIHF1ZSBubyBzZSByZWFsaWNlIHVuIHBhZ28gbWVkaWFudGUgdW5hIGNvbXBlbnNhY2nDs24gbW9uZXRhcmlhIGVuIHJlbGFjacOzbiBjb24gZWwgaW50ZXJjYW1iaW8gZGUgb2JyYXMgcHJvdGVnaWRhcyBwb3IgZWwgZGVyZWNobyBkZSBhdXRvci4KCmMuCVNpIHVzdGVkIGRpc3RyaWJ1eWUsIGV4aGliZSBww7pibGljYW1lbnRlLCBlamVjdXRhIHDDumJsaWNhbWVudGUgbyBlamVjdXRhIHDDumJsaWNhbWVudGUgZW4gZm9ybWEgZGlnaXRhbCBsYSBPYnJhIG8gY3VhbHF1aWVyIE9icmEgRGVyaXZhZGEgdSBPYnJhIENvbGVjdGl2YSwgVXN0ZWQgZGViZSBtYW50ZW5lciBpbnRhY3RhIHRvZGEgbGEgaW5mb3JtYWNpw7NuIGRlIGRlcmVjaG8gZGUgYXV0b3IgZGUgbGEgT2JyYSB5IHByb3BvcmNpb25hciwgZGUgZm9ybWEgcmF6b25hYmxlIHNlZ8O6biBlbCBtZWRpbyBvIG1hbmVyYSBxdWUgVXN0ZWQgZXN0w6kgdXRpbGl6YW5kbzogKGkpIGVsIG5vbWJyZSBkZWwgQXV0b3IgT3JpZ2luYWwgc2kgZXN0w6EgcHJvdmlzdG8gKG8gc2V1ZMOzbmltbywgc2kgZnVlcmUgYXBsaWNhYmxlKSwgeS9vIChpaSkgZWwgbm9tYnJlIGRlIGxhIHBhcnRlIG8gbGFzIHBhcnRlcyBxdWUgZWwgQXV0b3IgT3JpZ2luYWwgeS9vIGVsIExpY2VuY2lhbnRlIGh1YmllcmVuIGRlc2lnbmFkbyBwYXJhIGxhIGF0cmlidWNpw7NuICh2LmcuLCB1biBpbnN0aXR1dG8gcGF0cm9jaW5hZG9yLCBlZGl0b3JpYWwsIHB1YmxpY2FjacOzbikgZW4gbGEgaW5mb3JtYWNpw7NuIGRlIGxvcyBkZXJlY2hvcyBkZSBhdXRvciBkZWwgTGljZW5jaWFudGUsIHTDqXJtaW5vcyBkZSBzZXJ2aWNpb3MgbyBkZSBvdHJhcyBmb3JtYXMgcmF6b25hYmxlczsgZWwgdMOtdHVsbyBkZSBsYSBPYnJhIHNpIGVzdMOhIHByb3Zpc3RvOyBlbiBsYSBtZWRpZGEgZGUgbG8gcmF6b25hYmxlbWVudGUgZmFjdGlibGUgeSwgc2kgZXN0w6EgcHJvdmlzdG8sIGVsIElkZW50aWZpY2Fkb3IgVW5pZm9ybWUgZGUgUmVjdXJzb3MgKFVuaWZvcm0gUmVzb3VyY2UgSWRlbnRpZmllcikgcXVlIGVsIExpY2VuY2lhbnRlIGVzcGVjaWZpY2EgcGFyYSBzZXIgYXNvY2lhZG8gY29uIGxhIE9icmEsIHNhbHZvIHF1ZSB0YWwgVVJJIG5vIHNlIHJlZmllcmEgYSBsYSBub3RhIHNvYnJlIGxvcyBkZXJlY2hvcyBkZSBhdXRvciBvIGEgbGEgaW5mb3JtYWNpw7NuIHNvYnJlIGVsIGxpY2VuY2lhbWllbnRvIGRlIGxhIE9icmE7IHkgZW4gZWwgY2FzbyBkZSB1bmEgT2JyYSBEZXJpdmFkYSwgYXRyaWJ1aXIgZWwgY3LDqWRpdG8gaWRlbnRpZmljYW5kbyBlbCB1c28gZGUgbGEgT2JyYSBlbiBsYSBPYnJhIERlcml2YWRhICh2LmcuLCAiVHJhZHVjY2nDs24gRnJhbmNlc2EgZGUgbGEgT2JyYSBkZWwgQXV0b3IgT3JpZ2luYWwsIiBvICJHdWnDs24gQ2luZW1hdG9ncsOhZmljbyBiYXNhZG8gZW4gbGEgT2JyYSBvcmlnaW5hbCBkZWwgQXV0b3IgT3JpZ2luYWwiKS4gVGFsIGNyw6lkaXRvIHB1ZWRlIHNlciBpbXBsZW1lbnRhZG8gZGUgY3VhbHF1aWVyIGZvcm1hIHJhem9uYWJsZTsgZW4gZWwgY2Fzbywgc2luIGVtYmFyZ28sIGRlIE9icmFzIERlcml2YWRhcyB1IE9icmFzIENvbGVjdGl2YXMsIHRhbCBjcsOpZGl0byBhcGFyZWNlcsOhLCBjb21vIG3DrW5pbW8sIGRvbmRlIGFwYXJlY2UgZWwgY3LDqWRpdG8gZGUgY3VhbHF1aWVyIG90cm8gYXV0b3IgY29tcGFyYWJsZSB5IGRlIHVuYSBtYW5lcmEsIGFsIG1lbm9zLCB0YW4gZGVzdGFjYWRhIGNvbW8gZWwgY3LDqWRpdG8gZGUgb3RybyBhdXRvciBjb21wYXJhYmxlLgoKZC4JUGFyYSBldml0YXIgdG9kYSBjb25mdXNpw7NuLCBlbCBMaWNlbmNpYW50ZSBhY2xhcmEgcXVlLCBjdWFuZG8gbGEgb2JyYSBlcyB1bmEgY29tcG9zaWNpw7NuIG11c2ljYWw6CgppLglSZWdhbMOtYXMgcG9yIGludGVycHJldGFjacOzbiB5IGVqZWN1Y2nDs24gYmFqbyBsaWNlbmNpYXMgZ2VuZXJhbGVzLiBFbCBMaWNlbmNpYW50ZSBzZSByZXNlcnZhIGVsIGRlcmVjaG8gZXhjbHVzaXZvIGRlIGF1dG9yaXphciBsYSBlamVjdWNpw7NuIHDDumJsaWNhIG8gbGEgZWplY3VjacOzbiBww7pibGljYSBkaWdpdGFsIGRlIGxhIG9icmEgeSBkZSByZWNvbGVjdGFyLCBzZWEgaW5kaXZpZHVhbG1lbnRlIG8gYSB0cmF2w6lzIGRlIHVuYSBzb2NpZWRhZCBkZSBnZXN0acOzbiBjb2xlY3RpdmEgZGUgZGVyZWNob3MgZGUgYXV0b3IgeSBkZXJlY2hvcyBjb25leG9zIChwb3IgZWplbXBsbywgU0FZQ08pLCBsYXMgcmVnYWzDrWFzIHBvciBsYSBlamVjdWNpw7NuIHDDumJsaWNhIG8gcG9yIGxhIGVqZWN1Y2nDs24gcMO6YmxpY2EgZGlnaXRhbCBkZSBsYSBvYnJhIChwb3IgZWplbXBsbyBXZWJjYXN0KSBsaWNlbmNpYWRhIGJham8gbGljZW5jaWFzIGdlbmVyYWxlcywgc2kgbGEgaW50ZXJwcmV0YWNpw7NuIG8gZWplY3VjacOzbiBkZSBsYSBvYnJhIGVzdMOhIHByaW1vcmRpYWxtZW50ZSBvcmllbnRhZGEgcG9yIG8gZGlyaWdpZGEgYSBsYSBvYnRlbmNpw7NuIGRlIHVuYSB2ZW50YWphIGNvbWVyY2lhbCBvIHVuYSBjb21wZW5zYWNpw7NuIG1vbmV0YXJpYSBwcml2YWRhLgoKaWkuCVJlZ2Fsw61hcyBwb3IgRm9ub2dyYW1hcy4gRWwgTGljZW5jaWFudGUgc2UgcmVzZXJ2YSBlbCBkZXJlY2hvIGV4Y2x1c2l2byBkZSByZWNvbGVjdGFyLCBpbmRpdmlkdWFsbWVudGUgbyBhIHRyYXbDqXMgZGUgdW5hIHNvY2llZGFkIGRlIGdlc3Rpw7NuIGNvbGVjdGl2YSBkZSBkZXJlY2hvcyBkZSBhdXRvciB5IGRlcmVjaG9zIGNvbmV4b3MgKHBvciBlamVtcGxvLCBsb3MgY29uc2FncmFkb3MgcG9yIGxhIFNBWUNPKSwgdW5hIGFnZW5jaWEgZGUgZGVyZWNob3MgbXVzaWNhbGVzIG8gYWxnw7puIGFnZW50ZSBkZXNpZ25hZG8sIGxhcyByZWdhbMOtYXMgcG9yIGN1YWxxdWllciBmb25vZ3JhbWEgcXVlIFVzdGVkIGNyZWUgYSBwYXJ0aXIgZGUgbGEgb2JyYSAo4oCcdmVyc2nDs24gY292ZXLigJ0pIHkgZGlzdHJpYnV5YSwgZW4gbG9zIHTDqXJtaW5vcyBkZWwgcsOpZ2ltZW4gZGUgZGVyZWNob3MgZGUgYXV0b3IsIHNpIGxhIGNyZWFjacOzbiBvIGRpc3RyaWJ1Y2nDs24gZGUgZXNhIHZlcnNpw7NuIGNvdmVyIGVzdMOhIHByaW1vcmRpYWxtZW50ZSBkZXN0aW5hZGEgbyBkaXJpZ2lkYSBhIG9idGVuZXIgdW5hIHZlbnRhamEgY29tZXJjaWFsIG8gdW5hIGNvbXBlbnNhY2nDs24gbW9uZXRhcmlhIHByaXZhZGEuCgplLglHZXN0acOzbiBkZSBEZXJlY2hvcyBkZSBBdXRvciBzb2JyZSBJbnRlcnByZXRhY2lvbmVzIHkgRWplY3VjaW9uZXMgRGlnaXRhbGVzIChXZWJDYXN0aW5nKS4gUGFyYSBldml0YXIgdG9kYSBjb25mdXNpw7NuLCBlbCBMaWNlbmNpYW50ZSBhY2xhcmEgcXVlLCBjdWFuZG8gbGEgb2JyYSBzZWEgdW4gZm9ub2dyYW1hLCBlbCBMaWNlbmNpYW50ZSBzZSByZXNlcnZhIGVsIGRlcmVjaG8gZXhjbHVzaXZvIGRlIGF1dG9yaXphciBsYSBlamVjdWNpw7NuIHDDumJsaWNhIGRpZ2l0YWwgZGUgbGEgb2JyYSAocG9yIGVqZW1wbG8sIHdlYmNhc3QpIHkgZGUgcmVjb2xlY3RhciwgaW5kaXZpZHVhbG1lbnRlIG8gYSB0cmF2w6lzIGRlIHVuYSBzb2NpZWRhZCBkZSBnZXN0acOzbiBjb2xlY3RpdmEgZGUgZGVyZWNob3MgZGUgYXV0b3IgeSBkZXJlY2hvcyBjb25leG9zIChwb3IgZWplbXBsbywgQUNJTlBSTyksIGxhcyByZWdhbMOtYXMgcG9yIGxhIGVqZWN1Y2nDs24gcMO6YmxpY2EgZGlnaXRhbCBkZSBsYSBvYnJhIChwb3IgZWplbXBsbywgd2ViY2FzdCksIHN1amV0YSBhIGxhcyBkaXNwb3NpY2lvbmVzIGFwbGljYWJsZXMgZGVsIHLDqWdpbWVuIGRlIERlcmVjaG8gZGUgQXV0b3IsIHNpIGVzdGEgZWplY3VjacOzbiBww7pibGljYSBkaWdpdGFsIGVzdMOhIHByaW1vcmRpYWxtZW50ZSBkaXJpZ2lkYSBhIG9idGVuZXIgdW5hIHZlbnRhamEgY29tZXJjaWFsIG8gdW5hIGNvbXBlbnNhY2nDs24gbW9uZXRhcmlhIHByaXZhZGEuCgo1LiBSZXByZXNlbnRhY2lvbmVzLCBHYXJhbnTDrWFzIHkgTGltaXRhY2lvbmVzIGRlIFJlc3BvbnNhYmlsaWRhZC4KQSBNRU5PUyBRVUUgTEFTIFBBUlRFUyBMTyBBQ09SREFSQU4gREUgT1RSQSBGT1JNQSBQT1IgRVNDUklUTywgRUwgTElDRU5DSUFOVEUgT0ZSRUNFIExBIE9CUkEgKEVOIEVMIEVTVEFETyBFTiBFTCBRVUUgU0UgRU5DVUVOVFJBKSDigJxUQUwgQ1VBTOKAnSwgU0lOIEJSSU5EQVIgR0FSQU5Uw41BUyBERSBDTEFTRSBBTEdVTkEgUkVTUEVDVE8gREUgTEEgT0JSQSwgWUEgU0VBIEVYUFJFU0EsIElNUEzDjUNJVEEsIExFR0FMIE8gQ1VBTFFVSUVSQSBPVFJBLCBJTkNMVVlFTkRPLCBTSU4gTElNSVRBUlNFIEEgRUxMQVMsIEdBUkFOVMONQVMgREUgVElUVUxBUklEQUQsIENPTUVSQ0lBQklMSURBRCwgQURBUFRBQklMSURBRCBPIEFERUNVQUNJw5NOIEEgUFJPUMOTU0lUTyBERVRFUk1JTkFETywgQVVTRU5DSUEgREUgSU5GUkFDQ0nDk04sIERFIEFVU0VOQ0lBIERFIERFRkVDVE9TIExBVEVOVEVTIE8gREUgT1RSTyBUSVBPLCBPIExBIFBSRVNFTkNJQSBPIEFVU0VOQ0lBIERFIEVSUk9SRVMsIFNFQU4gTyBOTyBERVNDVUJSSUJMRVMgKFBVRURBTiBPIE5PIFNFUiBFU1RPUyBERVNDVUJJRVJUT1MpLiBBTEdVTkFTIEpVUklTRElDQ0lPTkVTIE5PIFBFUk1JVEVOIExBIEVYQ0xVU0nDk04gREUgR0FSQU5Uw41BUyBJTVBMw41DSVRBUywgRU4gQ1VZTyBDQVNPIEVTVEEgRVhDTFVTScOTTiBQVUVERSBOTyBBUExJQ0FSU0UgQSBVU1RFRC4KCjYuIExpbWl0YWNpw7NuIGRlIHJlc3BvbnNhYmlsaWRhZC4KQSBNRU5PUyBRVUUgTE8gRVhJSkEgRVhQUkVTQU1FTlRFIExBIExFWSBBUExJQ0FCTEUsIEVMIExJQ0VOQ0lBTlRFIE5PIFNFUsOBIFJFU1BPTlNBQkxFIEFOVEUgVVNURUQgUE9SIERBw5FPIEFMR1VOTywgU0VBIFBPUiBSRVNQT05TQUJJTElEQUQgRVhUUkFDT05UUkFDVFVBTCwgUFJFQ09OVFJBQ1RVQUwgTyBDT05UUkFDVFVBTCwgT0JKRVRJVkEgTyBTVUJKRVRJVkEsIFNFIFRSQVRFIERFIERBw5FPUyBNT1JBTEVTIE8gUEFUUklNT05JQUxFUywgRElSRUNUT1MgTyBJTkRJUkVDVE9TLCBQUkVWSVNUT1MgTyBJTVBSRVZJU1RPUyBQUk9EVUNJRE9TIFBPUiBFTCBVU08gREUgRVNUQSBMSUNFTkNJQSBPIERFIExBIE9CUkEsIEFVTiBDVUFORE8gRUwgTElDRU5DSUFOVEUgSEFZQSBTSURPIEFEVkVSVElETyBERSBMQSBQT1NJQklMSURBRCBERSBESUNIT1MgREHDkU9TLiBBTEdVTkFTIExFWUVTIE5PIFBFUk1JVEVOIExBIEVYQ0xVU0nDk04gREUgQ0lFUlRBIFJFU1BPTlNBQklMSURBRCwgRU4gQ1VZTyBDQVNPIEVTVEEgRVhDTFVTScOTTiBQVUVERSBOTyBBUExJQ0FSU0UgQSBVU1RFRC4KCjcuIFTDqXJtaW5vLgoKYS4JRXN0YSBMaWNlbmNpYSB5IGxvcyBkZXJlY2hvcyBvdG9yZ2Fkb3MgZW4gdmlydHVkIGRlIGVsbGEgdGVybWluYXLDoW4gYXV0b23DoXRpY2FtZW50ZSBzaSBVc3RlZCBpbmZyaW5nZSBhbGd1bmEgY29uZGljacOzbiBlc3RhYmxlY2lkYSBlbiBlbGxhLiBTaW4gZW1iYXJnbywgbG9zIGluZGl2aWR1b3MgbyBlbnRpZGFkZXMgcXVlIGhhbiByZWNpYmlkbyBPYnJhcyBEZXJpdmFkYXMgbyBDb2xlY3RpdmFzIGRlIFVzdGVkIGRlIGNvbmZvcm1pZGFkIGNvbiBlc3RhIExpY2VuY2lhLCBubyB2ZXLDoW4gdGVybWluYWRhcyBzdXMgbGljZW5jaWFzLCBzaWVtcHJlIHF1ZSBlc3RvcyBpbmRpdmlkdW9zIG8gZW50aWRhZGVzIHNpZ2FuIGN1bXBsaWVuZG8gw61udGVncmFtZW50ZSBsYXMgY29uZGljaW9uZXMgZGUgZXN0YXMgbGljZW5jaWFzLiBMYXMgU2VjY2lvbmVzIDEsIDIsIDUsIDYsIDcsIHkgOCBzdWJzaXN0aXLDoW4gYSBjdWFscXVpZXIgdGVybWluYWNpw7NuIGRlIGVzdGEgTGljZW5jaWEuCgpiLglTdWpldGEgYSBsYXMgY29uZGljaW9uZXMgeSB0w6lybWlub3MgYW50ZXJpb3JlcywgbGEgbGljZW5jaWEgb3RvcmdhZGEgYXF1w60gZXMgcGVycGV0dWEgKGR1cmFudGUgZWwgcGVyw61vZG8gZGUgdmlnZW5jaWEgZGUgbG9zIGRlcmVjaG9zIGRlIGF1dG9yIGRlIGxhIG9icmEpLiBObyBvYnN0YW50ZSBsbyBhbnRlcmlvciwgZWwgTGljZW5jaWFudGUgc2UgcmVzZXJ2YSBlbCBkZXJlY2hvIGEgcHVibGljYXIgeS9vIGVzdHJlbmFyIGxhIE9icmEgYmFqbyBjb25kaWNpb25lcyBkZSBsaWNlbmNpYSBkaWZlcmVudGVzIG8gYSBkZWphciBkZSBkaXN0cmlidWlybGEgZW4gbG9zIHTDqXJtaW5vcyBkZSBlc3RhIExpY2VuY2lhIGVuIGN1YWxxdWllciBtb21lbnRvOyBlbiBlbCBlbnRlbmRpZG8sIHNpbiBlbWJhcmdvLCBxdWUgZXNhIGVsZWNjacOzbiBubyBzZXJ2aXLDoSBwYXJhIHJldm9jYXIgZXN0YSBsaWNlbmNpYSBvIHF1ZSBkZWJhIHNlciBvdG9yZ2FkYSAsIGJham8gbG9zIHTDqXJtaW5vcyBkZSBlc3RhIGxpY2VuY2lhKSwgeSBlc3RhIGxpY2VuY2lhIGNvbnRpbnVhcsOhIGVuIHBsZW5vIHZpZ29yIHkgZWZlY3RvIGEgbWVub3MgcXVlIHNlYSB0ZXJtaW5hZGEgY29tbyBzZSBleHByZXNhIGF0csOhcy4gTGEgTGljZW5jaWEgcmV2b2NhZGEgY29udGludWFyw6Egc2llbmRvIHBsZW5hbWVudGUgdmlnZW50ZSB5IGVmZWN0aXZhIHNpIG5vIHNlIGxlIGRhIHTDqXJtaW5vIGVuIGxhcyBjb25kaWNpb25lcyBpbmRpY2FkYXMgYW50ZXJpb3JtZW50ZS4KCjguIFZhcmlvcy4KCmEuCUNhZGEgdmV6IHF1ZSBVc3RlZCBkaXN0cmlidXlhIG8gcG9uZ2EgYSBkaXNwb3NpY2nDs24gcMO6YmxpY2EgbGEgT2JyYSBvIHVuYSBPYnJhIENvbGVjdGl2YSwgZWwgTGljZW5jaWFudGUgb2ZyZWNlcsOhIGFsIGRlc3RpbmF0YXJpbyB1bmEgbGljZW5jaWEgZW4gbG9zIG1pc21vcyB0w6lybWlub3MgeSBjb25kaWNpb25lcyBxdWUgbGEgbGljZW5jaWEgb3RvcmdhZGEgYSBVc3RlZCBiYWpvIGVzdGEgTGljZW5jaWEuCgpiLglTaSBhbGd1bmEgZGlzcG9zaWNpw7NuIGRlIGVzdGEgTGljZW5jaWEgcmVzdWx0YSBpbnZhbGlkYWRhIG8gbm8gZXhpZ2libGUsIHNlZ8O6biBsYSBsZWdpc2xhY2nDs24gdmlnZW50ZSwgZXN0byBubyBhZmVjdGFyw6EgbmkgbGEgdmFsaWRleiBuaSBsYSBhcGxpY2FiaWxpZGFkIGRlbCByZXN0byBkZSBjb25kaWNpb25lcyBkZSBlc3RhIExpY2VuY2lhIHksIHNpbiBhY2Npw7NuIGFkaWNpb25hbCBwb3IgcGFydGUgZGUgbG9zIHN1amV0b3MgZGUgZXN0ZSBhY3VlcmRvLCBhcXXDqWxsYSBzZSBlbnRlbmRlcsOhIHJlZm9ybWFkYSBsbyBtw61uaW1vIG5lY2VzYXJpbyBwYXJhIGhhY2VyIHF1ZSBkaWNoYSBkaXNwb3NpY2nDs24gc2VhIHbDoWxpZGEgeSBleGlnaWJsZS4KCmMuCU5pbmfDum4gdMOpcm1pbm8gbyBkaXNwb3NpY2nDs24gZGUgZXN0YSBMaWNlbmNpYSBzZSBlc3RpbWFyw6EgcmVudW5jaWFkYSB5IG5pbmd1bmEgdmlvbGFjacOzbiBkZSBlbGxhIHNlcsOhIGNvbnNlbnRpZGEgYSBtZW5vcyBxdWUgZXNhIHJlbnVuY2lhIG8gY29uc2VudGltaWVudG8gc2VhIG90b3JnYWRvIHBvciBlc2NyaXRvIHkgZmlybWFkbyBwb3IgbGEgcGFydGUgcXVlIHJlbnVuY2llIG8gY29uc2llbnRhLgoKZC4JRXN0YSBMaWNlbmNpYSByZWZsZWphIGVsIGFjdWVyZG8gcGxlbm8gZW50cmUgbGFzIHBhcnRlcyByZXNwZWN0byBhIGxhIE9icmEgYXF1w60gbGljZW5jaWFkYS4gTm8gaGF5IGFycmVnbG9zLCBhY3VlcmRvcyBvIGRlY2xhcmFjaW9uZXMgcmVzcGVjdG8gYSBsYSBPYnJhIHF1ZSBubyBlc3TDqW4gZXNwZWNpZmljYWRvcyBlbiBlc3RlIGRvY3VtZW50by4gRWwgTGljZW5jaWFudGUgbm8gc2UgdmVyw6EgbGltaXRhZG8gcG9yIG5pbmd1bmEgZGlzcG9zaWNpw7NuIGFkaWNpb25hbCBxdWUgcHVlZGEgc3VyZ2lyIGVuIGFsZ3VuYSBjb211bmljYWNpw7NuIGVtYW5hZGEgZGUgVXN0ZWQuIEVzdGEgTGljZW5jaWEgbm8gcHVlZGUgc2VyIG1vZGlmaWNhZGEgc2luIGVsIGNvbnNlbnRpbWllbnRvIG11dHVvIHBvciBlc2NyaXRvIGRlbCBMaWNlbmNpYW50ZSB5IFVzdGVkLgo=