首页|期刊导航|农业工程学报|基于"理念—技术—模型"三维框架的耕地质量评价系统协同演化机制分析

基于"理念—技术—模型"三维框架的耕地质量评价系统协同演化机制分析OA

Co-evolutionary mechanism for a cultivated land quality evaluation system based on the"concept-technology-model"tripartite framework

中文摘要英文摘要

耕地质量评价是客观认识耕地质量状况、探寻提升耕地质量方法、加强耕地质量管理的前提条件,该研究基于历史视角,构建"理念—技术—模型"三维分析框架,并运用文献梳理与系统分析方法进行论证,研究深入剖析中国耕地质量评价系统的构成、演变及协同发展机制.结果表明:1)耕地质量评价系统是由理念、技术与模型三者共同构成的动态协同系统,理念为引领、技术为桥梁、模型为载体.2)评价理念呈现出从单一生产功能到自然—经济—社会多功能综合认知的深化.评价技术实现了从人工经验到客观智能的融合.评价模型呈现出基本运算模型、统计学模型到智能算法模型的发展.3)系统演进的外部驱动因素为社会需求、科技进步、政策引导及理论升级,共同推动评价系统螺旋式发展.4)系统内部形成理念与技术及模型的"需求—赋能",以及理念—技术—模型的正负反馈机制.5)其协同模式遵循从保障粮食生产的初级阶段,到理念、技术与模型紧密结合,最终形成三者闭环互动体系的演进逻辑.中国耕地质量评价系统的演进是一个多维协同、动态发展的过程.未来应注重深化"生命共同体"认知、发展智能感知技术与构建可解释模型,推动三者深度融合发展.

The scientific and standardized evaluation of cultivated land quality is a fundamental prerequisite for objectively characterizing regional land productivity,identifying targeted quality improvement pathways,and implementing precision full-cycle cultivated land management.In the context of national land spatial governance and cultivated land protection strategies,clarifying the evolutionary trajectory of China's cultivated land quality evaluation systems is critical for optimizing subsequent evaluation frameworks.This study systematically investigates the constituent elements,historical evolution,and synergistic development mechanisms of China's national cultivated land quality evaluation system.Adopting a long-term historical research perspective,this paper constructs a novel three-dimensional analytical framework labelled"evaluation concept—evaluation technology—evaluation model".Based on extensive Chinese and international academic literature,industrial technical standards and national policy documents,we employ the literature induction method and holistic systematic analysis method to carry out qualitative and systematic research.The core research results are summarized as follows.The national cultivated land quality evaluation system is defined as a complex,dynamic and synergistic organic system with three core constituent elements:evaluation concept,evaluation technology and evaluation model.Among them,the evaluation concept plays a top-down guiding role,multi-source evaluation technology acts as the intermediate connecting bridge linking theory and practice,and quantitative evaluation model serves as the core operational carrier of the whole evaluation work.Each core element shows obvious staged evolutionary characteristics.The evaluation concept has gradually broken the limitation of single grain production orientation and evolved into a multi-dimensional comprehensive cognitive system that integrates natural ecological condition,economic production benefit and social public service functions of cultivated land.Evaluation technologies have experienced a complete transition from traditional artificial field investigation and empirical scoring to modern remote sensing monitoring and multi-source intelligent sensing technology.Evaluation models have evolved from simple basic mathematical calculation models and classical statistical regression models to complex machine learning and intelligent algorithm models.The spiral upward evolution of the whole evaluation system is driven by multiple external factors,including changing social land use demands,cross-domain technological breakthroughs,top-down national land policy guidance,and the continuous innovation of land resource management basic theories.There exists a clear"demand-empowerment"interactive relationship among the three internal elements;meanwhile,mutual positive promotion and negative constraint feedback loops are formed to restrict and balance the system operation.The synergistic operation mode of the system follows a clear staged evolutionary logic:it originates from the primary development stage dominated by national grain security production goals,develops into the middle stage of loose coupling among concept,technology and model,and eventually forms a stable closed-loop interactive synergistic system.This study concludes that the evolution of China's cultivated land quality evaluation system is a typical multi-element collaborative and multi-dimensional dynamic iteration process.For future research and engineering application,researchers should focus on deepening the ecological cognition of land ecosystem life community,promoting the iteration of high-precision field intelligent sensing equipment,and constructing stable interpretable intelligent evaluation models,so as to realize deep fusion and coordinated sustainable development of the three core elements.The cultivated land quality evaluation system is poised to evolve into a critical component serving national strategies such as rural revitalization,food security,climate change adaptation,and the green transformation of agriculture.

杜国明;高胜莉;张瑞;徐新良;沈强

东北农业大学公共管理学院,哈尔滨 150030东北农业大学公共管理学院,哈尔滨 150030东北农业大学经济管理学院,哈尔滨 150030中国科学院地理科学与资源研究所,北京 100101东北农业大学公共管理学院,哈尔滨 150030

管理科学

耕地质量评价评价理念评价技术评价模型

cultivated land quality evaluationevaluation conceptsevaluation technologiesevaluation models

《农业工程学报》 2026 (13)

357-368,12

国家重点研发计划项目(2021YFD1500101)

10.11975/j.issn.1002-6819.202601215

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