Abstract
Applying circular economy into agriculture is one of the most efficient methods to implement agricultural sustainable development. Designing different circular economy modes according to local characteristics of various regions can be more efficient. This paper focuses on agricultural circular economy region division in Heilongjiang province in China. First, the specific index system has been constructed. Then, according to these indexes to divide the regions via a novel but more efficient clustering method called Improved Fuzzy min-max neural network with fuzzy lattice inclusion measure (FL-IFMM) proposed in this paper. Heilongjiang province was divided into four agricultural circular economy regions which are respectively Farming(based on grain crops)-animal husbandry dominant region, Farming(based on rice) - animal husbandry dominant region, Vegetable and edible fungi - melons and fruits - animal husbandry dominant region, and Farming - Forestry - Animal husbandry dominant region. Finally, the circular economy modes fitting each region and some detailed policy suggestions have been proposed to help promote agricultural sustainable development in Heilongjiang province.
Highlights
The agriculture in China, as a big agricultural country, plays the most vital role in national economy [1]
This paper focused on proposing Improved Fuzzy min-max neural network with fuzzy lattice inclusion measure (FL-IFMM) to divide Heilongjiang province into four regions on agricultural circular economy
Region division of agricultural circular economy is regarded as a clustering problem, so this paper proposed a novel clustering method called Improved Fuzzy min-max neural network with fuzzy lattice inclusion measure (FL-IFMM) to deal with the task of agricultural circular economy region division in Heilongjiang province
Summary
The agriculture in China, as a big agricultural country, plays the most vital role in national economy [1]. With the rapid development of modern industrialization [2], the economic profit is increasing. More and more pressures have been put on the environment, which caused agricultural environmental pollution. Implementing agricultural sustainable development, which aims to balance the environmental problems and economic development [3], has been attached importance to in international and national agendas [4], [5]. Heilongjiang province, as an important agricultural province in China [6], suffers from serious environmental problems [7]. In order to implement agricultural sustainable development in Heilongjiang Province, The associate editor coordinating the review of this manuscript and approving it for publication was Chao Tong
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