The impact on climate change perception and adaptation of smallholder concepts: Evidence from a sugarcane community, China

Abdullah Rabbi, 2019, Determinants of commercialization and its impact on the welfare of smallholder rice farmers by using Heckman’s two-stage approach, J. Saudi Soc. Agr. Sci., 18, 224 Abid, 2016, Climate change vulnerability, adaptation and risk perceptions at farm level in Punjab, Pakistan, Sci. Total. Environ., 547, 447, 10.1016/j.scitotenv.2015.11.125 Ahmad, 2021, Farmers’ adaptation decisions to landslides and flash floods in the mountainous region of Khyber Pakhtunkhwa of Pakistan, Environ. Dev. Sustain., 23, 8573, 10.1007/s10668-020-00983-9 Alam, 2016, Influence of institutional access and social capital on adaptation decision: empirical evidence from hazard-prone rural households in Bangladesh, Ecol. Econ., 130, 243, 10.1016/j.ecolecon.2016.07.012 Ansari, 2018, Understanding farmers perceptions about climate change: a study in a North Indian State, Adv. Agr. Environ. Sci., 1, 85 Antwi-Agyei, 2021, Improving the effectiveness of agricultural extension services in supporting farmers to adapt to climate change: insights from northeastern Ghana, Clim. Risk Manag., 32 Arbuckle, 2015, Understanding farmer perspectives on climate change adaptation and mitigation: the roles of trust in sources of climate information, climate change beliefs, and perceived risk, Environ. Behav., 47, 205, 10.1177/0013916513503832 Arunrat, 2017, Farmers’ intention and decision to adapt to climate change: A case study in the Yom and Nan basins, Phichit province of Thailand, J. Clean. Prod., 143, 672, 10.1016/j.jclepro.2016.12.058 Aryal, 2018, Adoption of multiple climate-smart agricultural practices in the Gangetic plains of Bihar, India, Inter. Int. J. Clim. Change Str., 10, 407 Atube, 2021, Determinants of smallholder farmers’ adaptation strategies to the effects of climate change: evidence from northern Uganda, Agric. Food Secur., 10 Batool, 2018, Women’s perception of climate change and coping strategies in Pakistan: an empirical evidence, Earth Syst. Environ., 2, 609, 10.1007/s41748-018-0073-7 Broomell, 2015, Personal experience with climate change predicts intentions to act, Glob. Environ. Chang., 32, 67, 10.1016/j.gloenvcha.2015.03.001 Campos, 2014, Land-users’ perceptions and adaptations to climate change in Mexico and Spain: commonalities across cultural and geographical contexts, Reg. Environ. Chang., 14, 811, 10.1007/s10113-013-0542-3 Chapagain, 2017, Impacts of natural disasters on smallholder farmers: gaps and recommendations, Agric. Food Secur., 6, 39, 10.1186/s40066-017-0116-6 Comoé, 2015, Relevant drivers of farmers' decision behavior regarding their adaptation to climate change: a case study of two regions in Cte d'Ivoire, Mitig. Adapt. Strat. Gl., 20, 179, 10.1007/s11027-013-9486-7 Dai, 2011, Drought under global warming: A review, Wires: Clim. Change, 2, 45 Deressa, 2009, Economic impact of climate change on crop production in Ethiopia: evidence from cross-section measures, J. Afr. Econ., 18, 529, 10.1093/jae/ejp002 Deressa, 2011, Perception of and adaptation to climate change by farmers in the Nile basin of Ethiopia, J. Agr. Sci., 149, 23, 10.1017/S0021859610000687 Di Falco, 2019, Cognitive drivers, and the effect of information on climate change adaptive behaviour in Fiji Islands, Environ. Sci. Pol., 92, 245, 10.1016/j.envsci.2018.11.019 Ding, 2006, National assessment report of climate change (I): climate change in China and its future trend, Adv. Clim. Chang. Res., 3, 1 Donner, 2016, Measuring and tracking the flow of climate change adaptation aid to the developing world, Environ. Res. Lett., 11, 10.1088/1748-9326/11/5/054006 Dunlap, 2000, Measuring endorsement of the new ecological paradigm: a revised NEP scale, J. Soc. Issues, 56, 425, 10.1111/0022-4537.00176 Engle, 2011, Adaptive capacity and its assessment, Glob. Environ. Chang., 21, 647, 10.1016/j.gloenvcha.2011.01.019 Etwire, 2013, Smallholder farmers' adoption of technologies for adaptation to climate change in Northern Ghana, J. Agric. Ext. Rural Dev., 5, 121 Everest, 2020, Farmers’ adaptation to climate-smart agriculture (CSA) in NW Turkey, Environ. Dev. Sustain., 23, 1 Fadina, 2018, Farmers' adaptation strategies to climate change and their implications in the Zou department of south Benin, Environments, 5, 15, 10.3390/environments5010015 Fahad, 2020, Farmers' awareness level and their perceptions of climate change: A case of Khyber Pakhtunkhwa province, Pakistan, Land Use Policy, 96, 10.1016/j.landusepol.2020.104669 FAO, 2014 Fierros-González, 2021, Farmers’ perception of climate change: a review of the literature for Latin America, Front. Env. Sci-Awitz., 9 Francisco, 2017, Mapping of pedological potencial of soils for cultivation of sugar cane in Paraíba state using geotechnolgies, J. Hyperspectr. Remote Sens., 7, 306, 10.29150/jhrs.v7.5.p306-314 Frank, 2011, Social identity, perception and motivation in adaptation to climate risk in the coffee sector of Chiapas, Mexico, Global Environ. Change, 21, 66, 10.1016/j.gloenvcha.2010.11.001 Funk, 2020, Changing climate-changing livelihood: Smallholder’s perceptions and adaption strategies, J. Environ. Manag., 259, 10.1016/j.jenvman.2019.109702 Gan, 2016, The relationship between credit card attributes and the demographic characteristics of card users in China, Int. J. Bank Market., 34, 966, 10.1108/IJBM-09-2015-0133 Gawander, 2007, Impact of climate change on sugar-cane production in Fiji, WMO Bull., 56, 34 Gbetibouo, 2008 Goebbert, 2012, Weather, climate, and worldviews: the sources and consequences of public perceptions of changes in local weather patterns, Weather Clim. Soc., 4, 132, 10.1175/WCAS-D-11-00044.1 Grothmann, 2005, Adaptive capacity and human cognition: the process of individual adaptation to climate change, Glob. Environ. Change, 15, 199, 10.1016/j.gloenvcha.2005.01.002 Guangxi Zhuang Autonomous Region People's Government Habtemariam, 2016, Factors influencing smallholder farmers’ climate change perceptions: A study from farmers in Ethiopia, Environ. Manag., 58, 343, 10.1007/s00267-016-0708-0 Hall, 2005 Hamilton, 2009, Regional variation in perceptions about climate change, Int. J. Climatol., 29, 2348, 10.1002/joc.1930 Hisali, 2011, Adaptation to climate change in Uganda: evidence from micro level data, Glob. Environ. Chang., 21, 1245, 10.1016/j.gloenvcha.2011.07.005 Hou, 2012 Howden, 2007, Adapting agriculture to climate change, PNAS, 104, 19691, 10.1073/pnas.0701890104 IPCC, 2007, Contribution of working group III to the fourth assessment report of the intergovernmental panel on climate change IPCC, 2007, Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change IPCC, 2014, Contribution of working group II to the fifth assessment report of the intergovernmental panel on climate change IPCC, 2018, Summary for policymakers Jawid, 2019, Adaptation to climate change in Afghanistan: evidence on the impact of external interventions, Econ. Anal. Pol., 64, 64 Karimi, 2018, Climate change and agriculture: impacts and adaptive responses in Iran, J. Integr. Agr., 17, 1, 10.1016/S2095-3119(17)61794-5 Khan, 2020, Farm households’ risk perception, attitude and adaptation strategies in dealing with climate change: promise and perils from rural Pakistan, Land Use Policy, 91, 10.1016/j.landusepol.2019.104395 Khanal, 2019, Derivation of a climate change adaptation index and assessing determinants and barriers to adaptation among farming households in Nepal, Environ. Sci. Pol., 101, 156, 10.1016/j.envsci.2019.08.006 Khanal, 2018, Farmers' adaptation to climate change, its determinants and impacts on rice yield in Nepal, Ecol. Econ., 144, 139, 10.1016/j.ecolecon.2017.08.006 Kibue, 2016, Farmers’ perceptions of climate variability and factors influencing adaptation: evidence from Anhui and Jiangsu, China, Environ. Manage., 57, 976, 10.1007/s00267-016-0661-y Kjellstrom, 2009, Climate change and health: impacts, vulnerability, adaptation and mitigation, NSW Public Health Bull., 20, 5, 10.1071/NB08053 Klint, 2012, Climate change adaptation in the Pacific Island tourism sector: analysing the policy environment in Vanuatu, Curr. Issues Tour., 15, 247, 10.1080/13683500.2011.608841 Kumar, 2018, Farmers' perceptions and adaptation strategies to climate change in Punjab agriculture, Indian J. Agr. Sci., 88, 1573, 10.56093/ijas.v88i10.84226 Kumar, 2019, Physio-biochemical insights into sugarcane genotypes under water stress, Biol. Rhythm. Res., 6, 92 Kundzewicz, 2014, Fifth IPCC assessment report now out, Papers Global Change IGBP, 21, 9, 10.1515/igbp-2015-0001 Ledda, 2021, Integrating adaptation to climate change in regional plans and programmes: the role of strategic environmental assessment, Environ. Impact Asses. Rev., 91, 10.1016/j.eiar.2021.106655 Lekololi, 2020, Technical efficiency and its determinants in sugarcane production among smallholder sugarcane farmers in Malava sub-county, Kenya. Afr. J. Agr. Res., 15, 351, 10.5897/AJAR2020.14703 Liu, 2013, Attitudes of herders and farmers for adapting climate change and their affecting factors-A case study in Uxin banner, Inner Mongolia, Arid Zone Research, 30, 89 Maddison, 2007 Mali, 2014, Impact of weather changes on sugarcane production, Res. Environ. Life Sci., 7, 243 Marie, 2020, Farmers' choices and factors affecting adoption of climate change adaptation strategies: evidence from northwestern Ethiopia, Heliyon, 6, 10.1016/j.heliyon.2020.e03867 Masud, 2017, Adaptation barriers and strategies towards climate change: challenges in the agricultural sector, J. Clean. Prod., 156, 698, 10.1016/j.jclepro.2017.04.060 Mittal, 2016, Socio-economic factors affecting adoption of modern information and communication technology by farmers in India: analysis using multivariate probit model, J. Agric. Educ. Ext., 22, 199, 10.1080/1389224X.2014.997255 Mitter, 2018, The Stimuli-Actions-Effects-Responses (SAER)-framework for exploring perceived relationships between private and public climate change adaptation in agriculture, J. Environ. Manag., 209, 286, 10.1016/j.jenvman.2017.12.063 Mitter, 2019, Exploring farmers’ climate change perceptions and adaptation intentions: empirical evidence from Austria, Environ. Manag., 63, 804, 10.1007/s00267-019-01158-7 Mnisi, 2012, The concept of sustainable sugarcane production: global, African and South African perceptions, Afr. J. Agr. Res., 7, 4337 Moore, 2002, Challenges of a changing earth: towards a scientific understanding of global change, Earth Science Frontiers, 9, 41 Moser, 2010, A framework to diagnose barriers to climate change adaptation, PNAS, 107, 1, 10.1073/pnas.1007887107 Ndamani, 2016, Determinants of farmers’ adaptation to climate change: a micro level analysis in Ghana, Sci. Agric., 73, 201, 10.1590/0103-9016-2015-0163 Nelson, 2009 Nielsen, 2012, Adaptive lives. Navigating the global food crisis in a changing climate, Glob. Environ. Chang., 22, 659, 10.1016/j.gloenvcha.2012.03.010 Niles, 2013, Perceptions and responses to climate policy risks among California farmers, Glob. Environ. Chang., 23, 1752, 10.1016/j.gloenvcha.2013.08.005 Niles, 2015, How limiting factors drive agricultural adaptation to climate change, Agric. Ecosyt. Environ., 200, 178, 10.1016/j.agee.2014.11.010 Ning, 2021 Oluwatusin, 2014, The perception of and adaptation to climate change among cocoa farm households in Ondo State, Nigeria, Acad. J. Inter. Stud., 3, 147 Opiyo, 2016, Determinants of perceptions of climate change and adaptation among turkana pastoralists in north western Kenya, Clim. Dev., 8, 179, 10.1080/17565529.2015.1034231 Pautasso, 2010, Plant health and global change-some implications for landscape management, Biol. Rev., 85, 729, 10.1111/j.1469-185X.2010.00123.x Popoola, 2020, Information sources and constraints to climate change adaptation amongst smallholder farmers in Amathole district municipality, eastern Cape province, South Africa, Sustainability, 12, 5846, 10.3390/su12145846 Power, 2017, Apparent limitations in the ability of CMIP5 climate models to simulate recent multi-decadal change in surface temperature: implications for global temperature projections, Clim. Dynam., 49, 53, 10.1007/s00382-016-3326-x Raghavendra, 2018, Risk management in rainfed agriculture: an analysis of strategies and adaptations followed by farmers in Madhya Pradesh, Indian J. Agr. Sci., 88, 895, 10.56093/ijas.v88i6.80638 Roco, 2014, Farmers’ perception of climate change in mediterranean Chile, Reg. Environ. Chang., 15, 867, 10.1007/s10113-014-0669-x Rogers, 2012, The influence of cognitive processes on rural landholder responses to climate change, J. Environ. Manag., 111, 258, 10.1016/j.jenvman.2012.07.015 Sanderson, 2016, Culture, climate change and farm-level groundwater management: an Australian case study, J. Hydrol., 536, 284, 10.1016/j.jhydrol.2016.02.032 Santillán-Fernández, 2016, Influence of drought and irrigation on sugarcane yields in different agroecoregions in Mexico, Agric. Syst., 143, 126, 10.1016/j.agsy.2015.12.013 Silvestri, 2012, Climate change perception and adaptation of agro-pastoral communities in Kenya, Reg. Environ. Chang., 12, 791, 10.1007/s10113-012-0293-6 Simelton, 2009, Typologies of crop-drought vulnerability: an empirical analysis of the socio-economic factors that influence the sensitivity and resilience to drought of three major food crops in China (1961-2001), Environ. Sci. Pol., 12, 438, 10.1016/j.envsci.2008.11.005 Singels, 2005, Improving biomass production and partitioning in sugarcane, theory and practice, Field Crop Res., 922, 291, 10.1016/j.fcr.2005.01.022 Singh, 2020, Farmers' perception of climate change and adaptation decisions: A micro-level evidence from Bundelkhand Region, India. Ecol. Indic., 116 Son, 2013 Son, 2019, Indigenous knowledge and climate change adaptation of ethnic minorities in the mountainous regions of Vietnam: A case study of the Yao people in bac Kan Province, Agric. Syst., 176, 1, 10.1016/j.agsy.2019.102683 Sonkar, 2019, Simulating the impacts of climate change on sugarcane in diverse agro-climatic zones of northern India using CANEGRO-sugarcane model, Sugar Tech., 22, 460, 10.1007/s12355-019-00787-w Thomas, 2007, Adaptation to climate change and variability: farmer responses to intra-seasonal precipitation trends in South Africa, Clim. Chang., 83, 301, 10.1007/s10584-006-9205-4 Tologbonse, 2018, Farmers' perception of the effects of climate change and coping strategies in three agro-ecological zones of Nigeria, J. Agric. Ext., 14, 125 Tripathi, 2017, Knowledge and passive adaptation to climate change: an example from Indian farmers, Clim. Risk Manag., 16, 195, 10.1016/j.crm.2016.11.002 Uddin, 2017, Determinants of farmers' perception of climate change: A case study from the coastal region of Bangladesh, Am. J. Clim. Change, 6, 151, 10.4236/ajcc.2017.61009 UN-Habitat, 2010, Challenges of municipal finance in Africa with special reference to Gaborone City, Botswana VijayaVenkataRaman, 2012, A review of climate change, mitigation and adaptation, Renew. Sust. Energ. Rev., 16, 878, 10.1016/j.rser.2011.09.009 Wang, 2020, Barriers and requirements to climate change adaptation of mountainous rural communities in developing countries: the case of the eastern Qinghai-Tibetan Plateau of China, Land Use Policy, 95, 10.1016/j.landusepol.2019.104354 Weber, 2010, What shapes perceptions of climate change?, WIRES. Climate Change, 1, 332, 10.1002/wcc.41 Weber, 2016, What shapes perceptions of climate change? New research since 2010, WIRES. Climate Change, 7, 125, 10.1002/wcc.377 Weber, 2011, Public understanding of climate change in the United States, Am. Psychol., 66, 315, 10.1037/a0023253 Wolf, 2011, Individual understandings, perceptions, and engagement with climate change: insights from in-depth studies across the world, Wires Clim. Change, 2, 547, 10.1002/wcc.120 Worthington, 2011, Credit cards in a Chinese cultural context-the young, affluent Chinese as early adopters, J. Retail. Consum. Serv., 18, 534, 10.1016/j.jretconser.2011.07.003 Wu, 2021 Xue, 2021, Behavioural determinants of an individual’s intention to adapt to climate change: both internal and external perspectives, Environ. Impact Asses. Rev., 91, 10.1016/j.eiar.2021.106672 Zamasiya, 2017, Factors influencing smallholder farmers’ behavioural intention towards adaptation to climate change in transitional climatic zones: A case study of Hwedza District in Zimbabwe, J. Environ. Manag., 198, 233, 10.1016/j.jenvman.2017.04.073 Zhou, 2011, Secular variation features of agricultural climate resources in Guangxi, Chin. Agr. Sci. Bull., 27, 168 Zhu, 2011, Factors influencing southern rice farmers adapting to climate change behaviour-based on 346 household survey data of 36 counties in Jiangxi Province, J. Nat. Resour., 26, 1119