The Million Farmers School (MFS) is an innovative extension program initiated by the Department of Agriculture in the state of Uttar Pradesh, India, in 2017. Twice in a year, the department deploys its entire extension machinery to organize nearly 15,000 training programs for about a million farmers across all districts of the state. Unlike traditional extension services, MFS integrates various facets of agricultural knowledge into a packaged product and delivers through village-level trainings where printed material on the topics of training are also distributed among participants. This study presents early findings of a process evaluation, involving assessments of program design, implementation strategies, and estimation of benefits from program participation. In addition to consultation with public officials and community organizations, a state-level representative survey was conducted on a sample of both participating and non-participating households. The early results based on matching and instrumental variable methods—suggest that knowledge outcomes are significantly better among participants vis-à-vis non-participants. The results are robust to different model specifications. The study also qualitatively assesses various aspects of the program’s design and implementation, highlighting the constraints and challenges it faces and offers implementation advice for greater efficacy in its future course.

The Farmer Field School (FFS) has been one of the most successful approaches developed and promoted by FAO over the past three decades, empowering farmers to become better decision makers in their own farming systems. Initiated by FAO in 1989, and subsequently adopted by many other organizations and institutions, the FFS programs constitute one of the most important “results of the collective action of millions of small-scale farmers” that FAO has supported. FFS is an interactive and participatory learning by doing approach that offers farmers, pastoralists, fisherfolks, foresters and their communities a place where they can learn from each other,share experiences, co-create knowledge and try new ways of doing. Participants enhance their understanding of agro-ecosystems, resulting in production systems that are more resilient and optimize the use of available resources. FFS aims to improve farmers’ livelihoods and recognize their role as innovators and guardians of natural environments. FFS has attained plenty of outstanding achievements in all aspects of agriculture and rural development.

This book focuses on the recent advances in precision agriculture and satellite farming, detailing applications for sensing, data handling, modeling, and control. In addition, the book reviews its history - establishing the background on the various processes and applications – describes the current status, and offers insight into the future technology of satellite farming in India. Introducing processes and applications based on a global scale, the book reveals how precision agriculture can be used in large-scale agriculture, community agriculture, and diversified farming. It includes site-specific information from a variety of information sources for planning, planting, growing, and harvesting agricultural crops. It also presents a new concept based on the control system theory that can be used to formulate systematic methods for more effective precision crop production. Precision agriculture when properly integrated into the crop production process, can greatly improve overall production and sustainability.