Abstract
Cultivated land fragmentation (CLF) has severely affected China’s agricultural production efficiency, large-scale operations, agricultural modernization, and food security. Exploring the spatiotemporal evolution patterns and driving forces of CLF is crucial for agricultural modernization. However, the driving forces of CLF in different agricultural regions in China still need to be clarified. In this study, CLF was measured in 2000, 2010, and 2020 based on remote sensing data with landscape pattern metrics, and the driving forces of spatial differentiation were detected based on a geographical detector model. The overall cultivated land area has slightly declined during the study period while the CLF has intensified. CLF showed significant spatial autocorrelation, with CLF increased-cultivated land decreased (2000 to 2010) and CLF decreased-cultivated land decreased (2010 to 2020). The contribution rate of land use intensity on CLF was the highest among all agricultural regions, excluding the Qinghai Tibet Plateau. In contrast, the contribution rates of other factors significantly varied across agricultural regions. These findings provide scientific support in formulating policies to conserve cultivated land for sustainable use of agricultural resources and CLF management in China.
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References
Anselin L (1988) Lagrange multiplier test diagnostics for spatial dependence and spatial heterogeneity. Geogr Anal 20:1–17
Cao Y, Kong L, Zhang L, Ouyang Z (2021) The balance between economic development and ecosystem service value in the process of land urbanization: a case study of China's land urbanization from 2000 to 2015. Land Use Policy 108:105536
Cao Y, Zou J, Fang X, Wang J, Cao Y, Li G (2020) Effect of land tenure fragmentation on the decision-making and scale of agricultural land transfer in China. Land Use Policy 99:104996
Chen L, Zhao H, Song G, Liu Y (2021) Optimization of cultivated land pattern for achieving cultivated land system security: a case study in Heilongjiang Province. China Land Use Policy 108:105589
Chen W (2022) A multi-scale assessment of ecosystem health based on the Pressure-State-Response framework: a case in the Middle Reaches of the Yangtze River Urban Agglomerations, China. Environ Sci Pollut Res 29:29202–29219
Chen W, Chi G, Li J (2020a) The spatial aspect of ecosystem services balance and its determinants. Land Use Policy 90:104263
Chen W, Chi G, Li J (2020b) Ecosystem services and their driving forces in the Middle Reaches of the Yangtze River Urban Agglomerations, China. Int J Env ResPub He 17:3717
Chen W, Chi G, Li J (2022) Urbanization and ecosystem services: the multi-scale spatial spillover effects and spatial variations. Land Use Policy 114:105964
Chen W, Feng X, Ma R, Hong Q (2016) Method of cultivated land fragmentation evaluation and empirical research: a case of Ningbo city in Zhejiang Province. China Land Sci 30:80–87
Chen W, Yang L, Zeng J, Yuan J, Gu T, Liu Z (2023) Untangling the increasing elevation of cropland in China from 1980 to 2020. Geogr Sustain 4:281–293
Chen W, Ye X, Li J, Fan X, Liu Q, Dong W (2019) Analyzing requisition–compensation balance of farmland policy in China through telecoupling: a case study in the middle reaches of Yangtze River Urban Agglomerations. Land Use Policy 83:134–146
Cheng W, Gao X, Ma T, Xu X, Chen Y, Zhou C (2018) Spatial-temporal distribution of cropland in China based on geomorphologic regionalization during 1990–2015. Acta Geogr Sin 73:1613–1629
Ciaian P, Guri F, Rajcaniova M, Drabik D, Paloma SGY (2018) Land fragmentation and production diversification: a case study from rural Albania. Land Use Policy 76:589–599
Conceição EO, Garcia JM, Alves GHZ, Delanira-Santos D, Corbetta DDF, Betiol TCC, Pacifico R, Romagnolo MB, Batista-Silva VF, Bailly D, Ferreira JHD, Do Couto EV (2022) The impact of downsizing protected areas: how a misguided policy may enhance landscape fragmentation and biodiversity loss. Land Use Policy 112:105835
Delzeit R, Zabel F, Meyer C, Václavík T (2017) Addressing future trade-offs between biodiversity and cropland expansion to improve food security. Reg Environ Change 17:1429–1441
Di Falco S, Penov I, Aleksiev A, van Rensburg TM (2010) Agrobiodiversity, farm profits and land fragmentation: evidence from Bulgaria. Land Use Policy 27:763–771
Fei R, Lin Z, Chunga J (2021) How land transfer affects agricultural land use efficiency: evidence from China’s agricultural sector. Land Use Policy 103:105300
Gomes E, Banos A, Abrantes P, Rocha J, Kristensen SBP, Busck A (2019) Agricultural land fragmentation analysis in a peri-urban context: from the past into the future. Ecol Indic 97:380–388
Hartvigsen M (2014) Land reform and land fragmentation in Central and Eastern Europe. Land Use Policy 36:330–341
He X, Yan J, Cheng X (2021) Household perspective on cropland expansion on the Tibetan Plateau. Reg Environ Change 21:1–12
Heilig GK (1997) Anthropogenic factors in land-use change in China. Popul Dev Rev 23(4):139–168
Janus J (2018) Measuring land fragmentation considering the shape of transportation network: a method to increase the accuracy of modeling the spatial structure of agriculture with case study in Poland. Comput Electron Agr 148:259–271
Jiang G, Zhang R, Ma W, Zhou D, Wang X, He X (2017) Cultivated land productivity potential improvement in land consolidation schemes in Shenyang, China: assessment and policy implications. Land Use Policy 68:80–88
Jiang PH, Chen DS, Li MC (2021) Farmland landscape fragmentation evolution and its driving mechanism from rural to urban: a case study of Changzhou City. J Rural Stud 82:1–18
Ning J, Liu J, Kuang W, Xu X, Zhang S, Yan C, Li R, Wu S, Hu Y, Du G, Chi W, Pan T, Ning J (2018) Spatiotemporal patterns and characteristics of land-use change in China during 2010–2015. J Geogr Sci 28:547–562
Kleijn D, Kohler F, Báldi A, Batáry P, Concepción ED, Clough Y, Díaz M, Gabriel D, Holzschuh A, Knop E, Kovács A (2009) On the relationship between farmland biodiversity and land-use intensity in Europe. Proceedings of the royal society B: biological sciences 276(1658):903–909
Kong XS, Zhou ZZ, Jiao LM (2021) Hotspots of land use change in global biodiversity hotspots. Res Conserv Recy 174:105770
Lai Z, Chen M, Liu T (2020) Changes in and prospects for cultivated land use since the reform and opening up in China. Land Use Policy 97:104781
Lan X, Liu Z, Yang T, Cheng L, Wang X, Wei W, Ge Y, Chen X, Lin K, Zhao T, Zhang X (2023) Land-use intensity reversed the role of cropland in ecological restoration over the world's most severe soil erosion region. Earth's. Future 11(6):e2022EF003388
Latruffe L, Piet L (2014) Does land fragmentation affect farm performance? A case study from Brittany, France. Agr Syst 129:68–80
Li G, Qi W (2019) Impacts of construction land expansion on landscape pattern evolution in China. Acta Geogr Sin 74:2572–2591
Liang J, Pan S, Chen W, Li J, Zhou T (2022) Cultivated land fragmentation and its influencing factors detection: a case study in Huaihe River Basin, China. Int J Env Res Pub He 19:138
Liang X, Jin X, Sun R, Han B, Liu J, Zhou Y (2021) A typical phenomenon of cultivated land use in China's economically developed areas: anti-intensification in Jiangsu Province. Land Use Policy 102:105223
Liu AL (2017) Potential impacts of industrial land expansion on food security in China, 1990-2015. Prog Geogr 36(5):618–625
Liu J, Jin X, Xu W, Sun R, Han B, Yang X, Gu Z, Xu C, Sui X, Zhou Y (2019) Influential factors and classification of cultivated land fragmentation, and implications for future land consolidation: a case study of Jiangsu Province in eastern China. Land Use Policy 88:104185
Liu J, Kuang W, Zhang Z, Xu X, Qin Y, Ning J, Zhou W, Zhang S, Li R, Yan C, Wu S, Shi X, Jiang N, Yu D, Pan X, Chi W (2014) Spatiotemporal characteristics, patterns, and causes of land-use changes in China since the late 1980s. J Geogr Sci 24:195–210
Liu JY, Liu ML, Tian HQ, Zhuang DF, Zhang ZX, Zhang W, Tang XM, Deng XZ (2005) Spatial and temporal patterns of China’s cropland during 1990-2000: an analysis based on Landsat TM data. Remote Sens Environ 98:442–456
Liu X, Zhao C, Song W (2017) Review of the evolution of cultivated land protection policies in the period following China’s reform and liberalization. Land Use Policy 67:660–669
Liu Y, Liu S, Sun Y, Wang F, Li M (2021) Driving forces of cultivated land evolution in agro-pastoral areas on the Qinghai-Tibet Plateau based on ecological niche theory. J Clean Prod 313:127899
Looga J, Jürgenson E, Sikk K, Matveev E, Maasikamäe S (2018) Land fragmentation and other determinants of agricultural farm productivity: the case of Estonia. Land Use Policy 79:285–292
Lu H, Xie H, He Y, Wu Z, Zhang X (2018) Assessing the impacts of land fragmentation and plot size on yields and costs: a translog production model and cost function approach. Agr Syst 161:81–88
Luo W, Jasiewicz J, Stepinski T, Wang J, Xu C, Cang X (2016) Spatial association between dissection density and environmental factors over the entire conterminous United States. Geophys Res Lett 43:692–700
Lv X, Huang L, Zhong T (2011) Review on the research of farmland fragmentation in China. J Nat Resour 26:530–540
Mekki I, Bailly JS, Jacob F, Chebbi H, Ajmi T, Blanca Y, Zairi A, Biarnès A (2018) Impact of farmland fragmentation on rainfed crop allocation in Mediterranean landscapes: a case study of the Lebna watershed in Cap Bon, Tunisia. Land Use Policy 75:772–783
Ntihinyurwa PD, de Vries WT (2020) Farmland fragmentation and defragmentation nexus: scoping the causes, impacts, and the conditions determining its management decisions. Ecl Indic 119:106828
Ntihinyurwa PD, de Vries WT (2021a) Farmland fragmentation concourse: analysis of scenarios and research gaps. Land Use Policy 100:104936
Ntihinyurwa PD, de Vries WT (2021b) Farmland fragmentation, farmland consolidation and food Security: relationships, research lapses and future perspectives. Land 10:129
Ntihinyurwa PD, de Vries WT, Chigbu UE, Dukwiyimpuhwe PA (2019) The positive impacts of farm land fragmentation in Rwanda. Land Use Policy 81:565–581
Paruelo JM, Burke IC, Lauenroth WK (2001) Land use impact on ecosystem functioning in eastern Colorado, USA. Glob Chang Biol 7:631–639
Peng W, Zhang D, Luo Y, Tao S, Xu X (2019) Influence of natural factors on vegetation NDVI using geographical detection in Sichuan Province. Acta Geogr Sin 74:1758
Qian F, Chi Y, Lal R, Lorenz K (2020) Spatio–temporal characteristics of cultivated land fragmentation in different landform areas with a case study in Northeast China. Ecosyst Health sust 6:1800415
Qiu F, Laliberté L, Swallow B, Jeffrey S (2015) Impacts of fragmentation and neighbor influences on farmland conversion: a case study of the Edmonton–Calgary Corridor, Canada. Land Use Policy 48:482–494
Qiu L, Zhu J, Pan Y, Wu S, Dang Y, Xu B, Yang H (2020) The positive impacts of landscape fragmentation on the diversification of agricultural production in Zhejiang Province, China. J Clean Prod 251:119722
Siebert S, Portmann FT, Döll P (2010) Global patterns of cropland use intensity. Remote Sens (Basel) 2(7):1625–1643
Shrestha MK, York AM, Boone CG, Zhang S (2012) Land fragmentation due to rapid urbanization in the Phoenix Metropolitan Area: analyzing the spatiotemporal patterns and drivers. Appl Geogr 32:522–531
Sklenicka P (2016) Classification of farmland ownership fragmentation as a cause of land degradation: a review on typology, consequences, and remedies. Land Use Policy 57:694–701
Sklenicka P, Janovska V, Salek M, Vlasak J, Molnarova K (2014) The farmland rental paradox: extreme land ownership fragmentation as a new form of land degradation. Land Use Policy 38:587–593
Sklenicka P, Salek M (2008) Ownership and soil quality as sources of agricultural land fragmentation in highly fragmented ownership patterns. Landsc Ecol 23:299–311
Song Y, Lu Y, Liu T, Li H, Yue Z, Liu H, Gao T (2020) Variation of vegetation fractional coverage and its relationship with climate in a desert steppe: optimization of farmland layout in a farming–pastoral ecotone using the ecological suitability index. Ecol Eng 150:105834
Su S, Hu YN, Luo F, Mai G, Wang Y (2014) Farmland fragmentation due to anthropogenic activity in rapidly developing region. Agr Syst 131:87–93
Su Y, Qian K, Lin L, Wang K, Guan T, Gan M (2020) Identifying the driving forces of non–grain production expansion in rural China and its implications for policies on cultivated land protection. Land Use Policy 92:104435
Sun X, Song M (2021) The governance mechanism of land frangmentation and its intergration. J Northwest Sci Tech Univ Agric For (Soc Sci Ed) 21:81–88
Tan S, Heerink N, Kruseman G, Qu F (2008) Do fragmented landholdings have higher production costs? Evidence from rice farmers in Northeastern Jiangxi province, PR. China. China Econ Rev 19:347–358
Tu Y, Chen B, Yu L, Xin Q, Gong P, Xu B (2021) How does urban expansion interact with cropland loss? A comparison of 14 Chinese cities from 1980 to 2015. Landsc Ecol 36:243–263
Veljanoska S (2018) Can land fragmentation reduce the exposure of rural households to weather variability? Ecol Econ 154:42–51
Wang LY, Hou H, Weng JX (2020a) Ordinary least squares modelling of urban heat island intensity based on landscape composition and configuration: a comparative study among three megacities along the Yangtze River. Sustain Cities Soc 62:102381
Wang J, Zhang TL, Fu BJ (2016) A measure of spatial stratified heterogeneity. Ecol Indic 67:250–256
Wang J, Hu Y (2012) Environmental health risk detection with GeogDetector. Environ Modell Softw 33:114–115
Wang J, Xu C (2017) Geodetector: Principle and prospective. Acta Geogr Sin 72:116–134
Watt A (2020) Land-use intensity and land-use change: impacts on biodiversity. In: life on land. Springer International Publishing, Cham, pp 603–615
Wang S, Fu G, Ma X, Xu L, Yang F (2021) Exploring the optimal crop planting structure to balance water saving, food security and incomes under the spatiotemporal heterogeneity of the agricultural climate. J Environ Manage 295:113130
Wang Y, Li X, Lu D, Yan J (2020b) Evaluating the impact of land fragmentation on the cost of agricultural operation in the southwest mountainous areas of China. Land Use Policy 99:105099
Wang Y, Wang S, Li G, Zhang H, Jin L, Su Y, Wu K (2017) Identifying the determinants of housing prices in China using spatial regression and the geographical detector technique. Appl Geogr 79:26–36
Wang Y, Zang L, Araral E (2020c) The impacts of land fragmentation on irrigation collective action: empirical test of the social-ecological system framework in China. J Rural Stud 78:234–244
Wei L, Luo Y, Wang M, Su S, Pi J, Li G (2020) Essential fragmentation metrics for agricultural policies: linking landscape pattern, ecosystem service and land use management in urbanizing China. Agr Syst 182:102833
Wu Y, Shan L, Guo Z, Peng Y (2017) Cultivated land protection policies in China facing 2030: dynamic balance system versus basic farmland zoning. Habitat Int 69:126–138
Xu F, Chi G (2019) Spatiotemporal variations of land use intensity and its driving forces in China, 2000–2010. Reg Environ Change 19:2583–2596
Xu W, Jin X, Liu J, Zhou Y (2020) Impact of cultivated land fragmentation on spatial heterogeneity of agricultural agglomeration in China. J Geogr Sci 30:1571–1589
Xu W, Jin X, Liu J, Zhou Y (2021) Analysis of influencing factors of cultivated land fragmentation based on hierarchical linear model: a case study of Jiangsu Province. China Land Use Policy 101:105119
Yu P, Fennell S, Chen Y, Liu H, Xu L, Pan J, Bai S, Gu S (2022) Positive impacts of farmland fragmentation on agricultural production efficiency in Qilu Lake watershed: implications for appropriate scale management. Land Use Policy 117:106108
Yu Q, Hu Q, van Vliet J, Verburg PH, Wu W (2018) GlobeLand30 shows little cropland area loss but greater fragmentation in China. Int J Appl Earth Obs 66:37–45
Yuan JT, Chen WX, Zeng J, Ye XY (2023) Exploring the rules of cropland elevation uplift in China. J Mt Sci-Engl 20(7):1824–1841
Yucer AA, Kan M, Demirtas M, Kalanlar S (2016) The importance of creating new inheritance policies and laws that reduce agricultural land fragmentation and its negative impacts in Turkey. Land Use Policy 56:1–7
Zang L, Araral E, Wang Y (2019) Effects of land fragmentation on the governance of the commons: theory and evidence from 284 villages and 17 provinces in China. Land Use Policy 82:518–527
Zhang B, Niu W, Ma L, Zuo X, Kong X, Chen H, Zhang Y, Chen W, Zhao M, Xia X (2019) A company-dominated pattern of land consolidation to solve land fragmentation problem and its effectiveness evaluation: a case study in a hilly region of Guangxi Autonomous Region. Southwest China Land Use Policy 88:104115
Zhang X, Cai Z, Li G, Chen Z (2020) Assessment of determinants of cultivated land fragmentation and its impacts on rural income. Sci Sur Map 45:134–141
Zhou Y, Li X, Liu Y (2021a) Cultivated land protection and rational use in China. Land Use Policy 106:105454
Zhou D, Qi J, Yuan C (2021b) Progress review and prospects for farmland fragmentation in China in the past 40 years. China Land Sci 35:108–116
Zhu L, Meng J, Zhu L (2020) Applying Geodetector to disentangle the contributions of natural and anthropogenic factors to NDVI variations in the middle reaches of the Heihe River Basin. Ecol Indic 117:106545
Funding
This study was supported in part by the National Natural Science Foundation of China [Grant numbers 41701629 and 42371258]. This study was also sponsored by the Scientific Research Project of Education Department of Hubei Province (Grant No. B2022262) and the Philosophy and Social Sciences Research Project of Education Department of Hubei Province (Grant No. 22G024 ).
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Wanxu Chen: methodology, writing–original draft, resources. Wanxu Chen, Tianci Gu, and Jiale Liang; conceptualization, supervision. Tianci Gu, Sipei Pan, Xinyue Ye: review and editing. Tianci Gu: software, data curation.
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Highlights
•Cultivated land fragmentation (CLF) showed an increasing trend.
•Significant spatial autocorrelation was observed between the CLF in China.
•CLF was strongly influenced by land use intensity.
•CLF drivers vary with the diversity and dynamics of agricultural systems.
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ESM 1
Fig. S1 Spatio-temporal distribution of cultivated land PD index in China from 2000 to 2020. Fig. S Spatio-temporal distribution of cultivated land ED index in China from 2000 to 2020. Fig. S3 Spatio-temporal distribution of cultivated land AREA_AM index in China from 2000 to 2020. Fig. S4 Spatio-temporal distribution of cultivated land IJI index in China from 2000 to 2020. Fig. S5 Spatio-temporal distribution of cultivated land TE index in China from 2000 to 2020. Fig. S Spatio-temporal distribution of cultivated land AI index in China from 2000 to 2020. Fig. S7 Spatio-temporal distribution of cultivated land SHAPE_AM index in China from 2000 to 2020. Fig. S8 Spatio-temporal distribution of cultivated land DIVISION index in China from 2000 to 2020. (DOCX 642 kb)
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Gu, T., Chen, W., Liang, J. et al. Identifying the driving forces of cultivated land fragmentation in China. Environ Sci Pollut Res 30, 105275–105292 (2023). https://doi.org/10.1007/s11356-023-29797-8
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DOI: https://doi.org/10.1007/s11356-023-29797-8