Determinants of cropland abandonment at the parcel, household and village levels in mountain areas of China: A multi-level analysis

Cropland abandonment accompanying economic development has been observed worldwide. China has experienced a large amount of land abandonment in recent years. However, the reasons for it are not entirely clear. Although abandonment decisions are made by individual households, the underlying conditions reflect processes operating at multiple levels. Therefore, we aimed to detect the influences on land abandonment at the parcel, household and village levels. We developed and employed a multi-level statistical model using farm household survey data and geographical maps of Wulong County. Our model revealed that of the variance in occurrence of land parcel abandonment, 7% and 13% can be explained at the household and village levels, respectively, while the remnant 80% can be explained at the land parcel features itself. We found that land abandonment is more prone to occur on parcels that are on steep slopes, have poor quality soil, or are remote from the laborers' residences. Households with less agricultural labor per unit land area showed a high probability of land abandonment. We also found a nonlinear influence of labor age on land abandonment, with households comprising middle-aged laborers having a low land abandonment probability. Parcels in villages with high elevation, far from the county administrative center or with low prevalence of leased land are inclined to abandonment. We also found, surprisingly, that the household proportion of males among its agricultural laborers did not significantly influence the occurrence of land abandonment at the parcel level, probably due to the male agricultural laborers being overwhelmingly old (average age greater than 56 years). To alleviate land abandonment, we suggest improving land tenure and transfer security to ensure stable access to the land rental market, and also improving infrastructure in remote regions. (C) 2014 Elsevier Ltd. All rights reserved.

[1]  C. Arnold An Introduction to Hierarchical Linear Models , 1992 .

[2]  K. Zimmerer Soil erosion and labor shortages in the Andes with special reference to Bolivia, 1953ndash;1991: Implications for “conservation-with-development” , 1993 .

[3]  J. H. V. Thunen,et al.  Von Thunen's isolated state , 1967 .

[4]  Gerard McMahon,et al.  On the application of multilevel modeling in environmental and ecological studies. , 2010, Ecology.

[5]  L. García-Barrios,et al.  Environmental and technological degradation in peasant agriculture: a consequence of development in Mexico , 1990 .

[6]  Regional disparity in the changes of agricultural land use intensity in China during 1980–2002 , 2006 .

[7]  B. Koch,et al.  Agricultural land abandonment and natural forest re-growth in the Swiss mountains: A spatially explicit economic analysis , 2007 .

[8]  David A. Hofmann,et al.  Centering Decisions in Hierarchical Linear Models: Implications for Research in Organizations , 1998 .

[9]  Volker C. Radeloff,et al.  Determinants of agricultural land abandonment in post-Soviet European Russia , 2011 .

[10]  Niklaus E. Zimmermann,et al.  Investigating the regional-scale pattern of agricultural land abandonment in the Swiss mountains: A spatial statistical modelling approach , 2007 .

[11]  Sylvie Ladet,et al.  Agricultural land-use change and its drivers in mountain landscapes: A case study in the Pyrenees , 2006 .

[12]  C. Echeverría,et al.  Drivers of land abandonment in Southern Chile and implications for landscape planning , 2011 .

[13]  Richard E. Bilsborrow,et al.  The use of a multilevel statistical model to analyze factors influencing land use: a study of the Ecuadorian Amazon , 2005 .

[14]  H. K. Wytrzens,et al.  Modelling the probability of land abandonment at parcel level , 2005 .

[15]  Roel Bosker,et al.  Multilevel analysis : an introduction to basic and advanced multilevel modeling , 1999 .

[17]  H. F. Gale,et al.  China's New Farm Subsidies , 2005 .

[18]  H. Grau,et al.  Agriculture adjustment, land-use transition and protected areas in Northwestern Argentina. , 2009, Journal of environmental management.

[19]  Local Government Behavior and Property Right Formation in Rural China , 2004 .

[20]  P. Albert,et al.  Models for longitudinal data: a generalized estimating equation approach. , 1988, Biometrics.

[21]  D. Yang China's land arrangements and rural labor mobility , 1997 .

[22]  Kevin Honglin Zhang,et al.  Rural-urban migration and urbanization in China: Evidence from time-series and cross-section analyses , 2003 .

[23]  H. Goldstein,et al.  Variance partitioning in multilevel logistic models that exhibit overdispersion , 2005 .

[24]  Anthony S. Bryk,et al.  A Hierarchical Model for Studying School Effects , 1986 .

[25]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[26]  Scott Rozelle,et al.  The Evolution of China's Rural Labor Markets During the Reforms , 2002 .

[27]  Steven M. de Jong,et al.  Spatial patterns of Mediterranean land abandonment and related land cover transitions , 2007, Landscape Ecology.

[28]  Timothy J. Robinson,et al.  Multilevel Analysis: Techniques and Applications , 2002 .

[29]  A. Gibon,et al.  Agricultural abandonment in mountain areas of Europe: Environmental consequences and policy response , 2000 .

[30]  Yaohui Zhao,et al.  Labor Migration and Earnings Differences: The Case of Rural China , 1999, Economic Development and Cultural Change.

[31]  Peter H. Verburg,et al.  Multilevel modelling of land use from field to village level in the Philippines , 2006 .

[32]  Satoshi Hoshino Multilevel modeling on farmland distribution in Japan , 2001 .

[33]  Terres Jean,et al.  Analysis of Farmland Abandonment and the Extent and Location of Agricultural Areas that are Actually Abandoned or are in Risk to be Abandoned , 2008 .

[34]  Klaus Deininger,et al.  Land Rental Markets in the Process of Rural Structural Transformation: Productivity and Equity Impacts in China , 2007 .

[35]  Erik Lichtenberg,et al.  Assessing farmland protection policy in China , 2008 .

[36]  D. Strijker Marginal lands in Europe: Causes of decline , 2005 .

[37]  A. Angelsen,et al.  The transition from deforestation to reforestation in Europe. , 2001 .