Agroecological farming has long been described as more fulfilling than conventional agriculture, in terms of farmers’ labour and sense of autonomy. These assumptions must be reconsidered with adequate theoretical perspectives and with the empirical experience of recent studies. This paper introduces the concept of channels of labour control in agriculture based on four initiatives in Senegalese agroecological horticulture.

Digital soil mapping (DSM) is currently the primary framework for predicting the spatial variation of soil information (soil type or soil properties). Random forests and similarity-based methods have been used widely in DSM. However, the accuracy of the similarity-based approach is limited, and the performance of random forests is affected by the quality of the feature set. The objective of this study was to present a method for soil mapping by integrating the similarity-based approach and the random forests method.

Land consolidation is an effective solution for the hindrances in agricultural production and rural development caused by land fragmentation. In the Red River Delta of Vietnam, where land is still highly fragmented, the application of land consolidation is required. By using a bottom-up approach, the paper aims to clarify the effect of land consolidation on farm households in selected communities (as case studies) of two provinces (Hung Yen and Vinh Phuc) in the Red River Delta.