[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-4335":3,"related-4335":77},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":24,"tags":26,"primary_topic":9,"secondary_topics":32,"classification":33,"search_phrases":47,"slug":50,"view_count":51,"doi":52,"paper":53,"created_at":76},4335,"Post-relocation livelihood adaptation among resettled households in karst mountainous areas: outcomes, associated factors, and configurations in Guizhou Province, China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1922524","Introduction Improving livelihood adaptation outcomes are crucial for relocated households to achieve sustainable development and consolidate poverty alleviation gains. Methods Using survey data from relocated households in karst mountainous areas, this study constructs a multidimensional livelihood adaptation outcomes index via the CRITIC method and combines OPGD and fsQCA to examine associated factors and configurational patterns. Results (1) There is a significant disparity in the outcomes of livelihood adaptation following relocation: although overall adaptation results are moderate, progress in psychological and living adaptation outcomes have far outpaced recovery in economic and occupational aspects. (2) Households show marked differences across all dimensions, with employment adaptation gap being the largest. (3) Income level, insurance coverage, and health status are the strongest associated factors; factor interactions generally enhance explanatory power. (4) The improvement of livelihood adaptation outcomes does not depend on a single dominant factor. Rather, six equivalent configurational pathways are formed through the nonlinear interaction of multiple conditions, jointly contributing to high levels of adaptation outcomes. Discussion Follow-up support policies for relocated households in karst mountainous areas should be based on the synergistic pattern of multiple associated factors, adopt targeted measures, formulate differentiated plans according to the resource characteristics of farming households, and select adaptive configurations associated with high livelihood adaptation outcomes in a coordinated manner, thereby strengthening the foundation for sustainable livelihoods among relocated households.","引言 改善生计适应结果对于搬迁户实现可持续发展和巩固脱贫成果至关重要。方法 本研究利用喀斯特山区搬迁户的调查数据，通过CRITIC法构建多维生计适应结果指数，并结合OPGD和fsQCA方法考察相关因素及组态模式。结果 （1）搬迁后生计适应结果存在显著差异：尽管整体适应结果处于中等水平，但心理和生活适应结果的进展远超经济与职业方面的恢复。（2）各维度上农户间差异明显，其中就业适应差距最大。（3）收入水平、保险覆盖和健康状况是最强的相关因素；因素交互作用总体上增强了解释力。（4）生计适应结果的改善并不依赖于单一主导因素，而是通过多条件的非线性交互形成六条等效组态路径，共同促成高水平的适应结果。讨论 喀斯特山区搬迁户的后续扶持政策应基于多相关因素的协同模式，采取针对性措施，根据农户资源特征制定差异化方案，并协调选择与高生计适应结果相关的适应性组态，从而夯实搬迁户可持续生计的基础。",null,"Frontiers in Sustainable Food Systems","2026-10-06T00:00:00Z","论文",10,false,72,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":23},12,21,17,13,9,1,"以贵州喀斯特山区搬迁户调查数据构建多维生计适应指数并结合OPGD与fsQCA识别组态路径，方法有新意、结论对后续帮扶政策有参考价值，但属区域案例研究，影响范围有限。",[25],{"name":10,"url":6},[27,28,29,30,31],"易地搬迁","可持续生计","喀斯特山区","农户生计","fsQCA",[],{"status":34,"locked":14,"version":35,"method":36,"evidence":37},"unclassified","2026-10-22.2","rules",{"candidates":38,"agricultural_evidence":45,"reason":46},[39],{"code":40,"score":41,"supported":14,"title":42,"abstract":43,"tags":44},"G6",2,[],[],[30,27],true,"缺少足够的主题证据",[48,49],"贵州 喀斯特山区 易地搬迁 农户生计","可持续生计 喀斯特山区 农户生计 易地搬迁","贵州喀斯特山区易地搬迁农户生计-4335",3,"10.3389\u002Ffsufs.2026.1922524",{"doi":52,"openalex_id":54,"authors":55,"venue":10,"cited_by_count":67,"oa_url":68,"card":69,"direction":73,"ingested_from":75},"W7220742647",[56,58,60,63,65],{"name":57,"orcid":9},"Ding Ding",{"name":59,"orcid":9},"Zhongfa Zhou",{"name":61,"orcid":62},"Fang Tang","https:\u002F\u002Forcid.org\u002F0000-0003-4485-414X",{"name":64,"orcid":9},"Yongliu Yang",{"name":66,"orcid":9},"Tengxian Zhang",0,"https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1922524\u002Fpdf",{"tldr":70,"method":71,"finding":72,"direction":73,"opportunity":74},"基于贵州喀斯特山区搬迁户调查，评估其生计适应结果并识别影响因素与组态路径。","CRITIC法构建多维适应指数，结合OPGD与fsQCA分析影响因素及组态。","适应结果总体中等，心理与生活适应快于经济与职业；六条等效组态路径共同促成高适应。","数字乡村与农业信息化","可引入数字技能与信息可及性变量，探究数字赋能如何与生计资本组态协同提升搬迁户适应结果。","openalex","2026-10-07T23:30:06.701190Z",{"total":78,"page":22,"page_size":78,"items":79},6,[80,124,174,252,308,361],{"id":81,"title":82,"url":83,"summary":84,"summary_zh":85,"content":9,"source_name":10,"source_url":83,"published_at":86,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":87,"sources":89,"tags":91,"primary_topic":9,"secondary_topics":95,"classification":96,"search_phrases":103,"slug":106,"view_count":41,"doi":107,"paper":108,"created_at":123},3145,"Exploring household livelihood resilience and natural resource dependence in urban-oriented resettlement in rural China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1948406","Urban-oriented resettlement is a key policy instrument for alleviating resource-driven livelihood constraints and fostering rural transformation and sustainable development in ecologically fragile regions. However, relocation not only changes residential locations but also alters households’ access to natural resources, livelihood capital structure, social networks, and livelihood strategy choices, leading to heterogeneous post-resettlement livelihood outcomes. Using household survey data from Ankang, Shaanxi Province, China, we develop an integrated framework coupling natural resource dependence (NRD) with household livelihood resilience (HLR) to examine how urban-oriented resettlement reconfigures this relationship. Group comparisons and multinomial logistic regression were used to examine the associations of relocation participation, voluntariness, subsidy level, and distance with HLR–NRD configuration membership. The results show that urban-oriented resettlement is associated with a significant reduction in households’ NRD, especially income and energy dependence; yet lower NRD does not consistently correspond to greater HLR. Relocation characteristics were also associated with households’ membership in different livelihood-transition configurations. These findings suggest that urban-oriented resettlement should be understood as a long-term process of livelihood-system reconstruction rather than as a one-time spatial intervention. Policy support should shift from uniform assistance toward differentiated livelihood recovery strategies based on HLR–NRD modes. This study extends household-level research on livelihood risk management and resettlement evaluation and offers empirical evidence for resettlement planning and sustainable livelihood governance in ecologically fragile regions and other developing contexts.","以城镇为导向的搬迁安置是缓解资源驱动型生计约束、促进生态脆弱地区农村转型与可持续发展的关键政策工具。然而，搬迁不仅改变了居民的居住地点，也改变了家庭对自然资源的获取、生计资本结构、社会网络以及生计策略选择，从而导致搬迁后生计结果呈现异质性。本文利用中国陕西省安康市的农户调查数据，构建了一个将自然资源依赖（NRD）与家庭生计韧性（HLR）相耦合的整合框架，以考察以城镇为导向的搬迁安置如何重构这一关系。研究采用组间比较和多项逻辑回归，分析搬迁参与、自愿性、补贴水平和距离与HLR–NRD配置归属之间的关联。结果表明，以城镇为导向的搬迁安置与家庭NRD的显著降低相关，尤其是收入和能源依赖；然而，较低的NRD并不总是对应更高的HLR。搬迁特征也与家庭在不同生计转型配置中的归属相关。这些发现表明，以城镇为导向的搬迁安置应被理解为生计系统重构的长期过程，而非一次性的空间干预。政策支持应从统一援助转向基于HLR–NRD模式的差异化生计恢复策略。本研究拓展了家庭层面的生计风险管理与搬迁评估研究，并为生态脆弱地区及其他发展中情境下的搬迁规划和可持续生计治理提供了经验证据。","2026-09-21T00:00:00Z",{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":21,"relevant":22,"comment":88},"基于陕西安康农户调查，将自然资源依赖与生计韧性耦合，揭示搬迁后生计系统重构的异质性，对生态脆弱区搬迁后续扶持政策有实证参考价值。",[90],{"name":10,"url":83},[92,27,30,93,94],"生计韧性","自然资源依赖","陕西安康",[],{"status":34,"locked":14,"version":35,"method":36,"evidence":97},{"candidates":98,"agricultural_evidence":45,"reason":46},[99],{"code":40,"score":41,"supported":14,"title":100,"abstract":101,"tags":102},[],[],[30,27],[104,105],"陕西安康 易地搬迁 农户生计","自然资源依赖 生计韧性","陕西安康易地搬迁农户生计-3145","10.3389\u002Ffsufs.2026.1948406",{"doi":107,"openalex_id":109,"authors":110,"venue":10,"cited_by_count":67,"oa_url":83,"card":118,"direction":73,"ingested_from":75},"W7213902576",[111,113,115],{"name":112,"orcid":9},"Ziqi Fang",{"name":114,"orcid":9},"Shaojun Chen",{"name":116,"orcid":117},"Xinyu Wu","https:\u002F\u002Forcid.org\u002F0000-0001-6130-7821",{"tldr":119,"method":120,"finding":121,"direction":73,"opportunity":122},"基于陕西安康农户调查，分析易地搬迁后自然资源依赖与生计韧性的关系。","农户调查数据，构建NRD-HLR耦合框架，用多项逻辑回归分析。","搬迁显著降低资源依赖，但低依赖未必带来高生计韧性，需差异化恢复策略。","可引入数字技术监测搬迁户生计资本与资源依赖动态，支撑差异化精准帮扶。","2026-09-22T23:30:08.101965Z",{"id":125,"title":126,"url":127,"summary":128,"summary_zh":129,"content":9,"source_name":10,"source_url":127,"published_at":130,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":67,"score_detail":131,"sources":133,"tags":135,"primary_topic":9,"secondary_topics":137,"classification":138,"search_phrases":152,"slug":155,"view_count":67,"doi":156,"paper":157,"created_at":173},1287,"Government support policies and sustainable livelihoods among resettled migrants in China: evidence from inner Mongolia","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1933655","Following China's elimination of absolute poverty, income recovery and livelihood sustainability (IRLS) among resettlers have become core objectives of follow-up resettlement. Using survey data from 506 resettled households in Ordos City and Bayannur City, Inner Mongolia Autonomous Region, China, this study employs multiple statistical methods to examine how policy factors shape IRLS among resettlers in the post-elimination of absolute poverty stage (PEAPS). The findings show that policy factors remain an important safeguard for resettlers' IRLS in the PEAPS context. However, the effects differ markedly by policy type: skills training and social security have significant positive effects; living allowances tend to induce welfare dependency, and the effects of credit support are not yet evident. Policy factors also face constraints arising from industrial structure and unequal access to public services. Accordingly, this study recommends improving skills training and social security policies, increasing the targeted allocation of policy funds, tailoring assistance to the needs of individual resettlers, and dynamically adjusting policy measures. By coordinating internal and external efforts to activate resettlers' endogenous development potential, these measures can help achieve the long-term goals of enabling resettlers to “settle down securely, achieve prosperity, and pursue sustainable development.”","在中国消除绝对贫困之后，移民的收入恢复与生计可持续性（IRLS）已成为后续扶持工作的核心目标。本研究基于内蒙古自治区鄂尔多斯市和巴彦淖尔市506户移民家庭的调查数据，运用多种统计方法，探讨了后消除绝对贫困阶段（PEAPS）政策因素如何塑造移民的IRLS。研究发现，在PEAPS背景下，政策因素仍是保障移民IRLS的重要支撑。然而，不同政策类型的效果存在显著差异：技能培训和社会保障具有显著正向影响；生活补贴倾向于诱发福利依赖，而信贷支持的效果尚不明显。政策因素还面临产业结构及公共服务获取不均等带来的制约。据此，本研究建议完善技能培训和社会保障政策，提高政策资金的精准配置，针对移民个体需求实施差异化帮扶，并动态调整政策措施。通过内外协同发力，激活移民的内生发展潜力，这些措施有助于实现让移民“稳得住、能致富、可持续发展”的长远目标。","2026-08-31T00:00:00Z",{"impact":67,"substance":67,"depth":67,"authority":67,"freshness":67,"relevant":67,"comment":132},"主题聚焦移民生计与政策效应，与三农相关但非农业信息化核心，相关性不足。",[134],{"name":10,"url":127},[136,27,28],"政策支持",[],{"status":139,"locked":14,"version":35,"method":36,"evidence":140},"needs_review",{"candidates":141,"agricultural_evidence":14,"reason":151},[142,146],{"code":40,"score":22,"supported":14,"title":143,"abstract":144,"tags":145},[],[],[27],{"code":147,"score":22,"supported":14,"title":148,"abstract":149,"tags":150},"J1",[],[],[136],"农业相关性需要复核",[153,154],"可持续生计 政策支持 易地搬迁","可持续生计 政策支持","可持续生计政策支持易地搬迁-1287","10.3389\u002Ffsufs.2026.1933655",{"doi":156,"openalex_id":158,"authors":159,"venue":10,"cited_by_count":67,"oa_url":167,"card":168,"direction":73,"ingested_from":75},"W7204790815",[160,162,164],{"name":161,"orcid":9},"Xiujun Tai",{"name":163,"orcid":9},"Liuying Chen",{"name":165,"orcid":166},"Yanhong Wang","https:\u002F\u002Forcid.org\u002F0009-0004-0992-635X","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1933655\u002Fpdf",{"tldr":169,"method":170,"finding":171,"direction":73,"opportunity":172},"研究内蒙古搬迁移民的政府支持政策对收入恢复和生计可持续的影响。","基于506户调查数据，采用多种统计方法分析政策因素。","技能培训和社会保障有积极影响，生活补贴导致福利依赖，信贷支持效果不明显。","可探索如何利用数字化手段优化政策精准投放，避免福利依赖，提升移民内生发展动力。","2026-09-01T23:30:07.590328Z",{"id":175,"title":176,"url":177,"summary":178,"summary_zh":179,"content":9,"source_name":10,"source_url":177,"published_at":180,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":181,"score_detail":182,"sources":187,"tags":189,"primary_topic":193,"secondary_topics":199,"classification":200,"search_phrases":223,"slug":226,"view_count":67,"doi":227,"paper":228,"created_at":251},5372,"Livelihood risks and resilience of rural households: evidence from Sichuan Province, China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1934397","Rural households in flood-prone areas face overlapping livelihood risks, yet evidence remains limited on how specific risk dimensions are associated with different components of livelihood resilience. This study examined these associations among rural households in three counties of Sichuan Province, China. Cross-sectional questionnaire data were collected from 540 rural households in Gaoxian, Jiajiang, and Yuechi counties. Composite indices were constructed for health, environmental, financial, and social risks and for buffering, self-organization, and learning capacities. Fractional logit models with county fixed effects were used to estimate adjusted associations, with inference based on village-clustered wild-bootstrap procedures. Social risk was negatively associated with buffering capacity, self-organization capacity, learning capacity, and overall livelihood resilience. Health risk was negatively associated with self-organization capacity at the 10% level and with overall livelihood resilience at the 5% level, but not with buffering or learning capacity. Financial risk was positively associated with overall livelihood resilience in the baseline model, but this association was not robust to excluding loan-amount indicators. Environmental risk was not statistically associated with any resilience outcome. The associations between livelihood risk and resilience were dimension-specific and should not be interpreted as causal. The findings identify social support and access to health services as priorities for further local assessment, while financial vulnerability should be distinguished from credit access and environmental interventions should be guided by additional evidence on local hazards and program performance.","洪涝易发地区的农村家庭面临多重生计风险，但关于具体风险维度与生计韧性不同组成部分之间关联的证据仍然有限。本研究考察了中国四川省三个县农村家庭中这些关联。研究收集了高县、夹江县和岳池县540户农村家庭的横截面问卷数据，构建了健康风险、环境风险、金融风险和社会风险以及缓冲能力、自组织能力和学习能力的综合指数。采用带县级固定效应的分数对数模型估计调整后的关联，推断基于村级聚类野生自助法程序。社会风险与缓冲能力、自组织能力、学习能力及总体生计韧性呈负相关。健康风险在10%水平上与自组织能力呈负相关，在5%水平上与总体生计韧性呈负相关，但与缓冲能力或学习能力无关。金融风险在基准模型中与总体生计韧性呈正相关，但该关联在剔除贷款金额指标后不稳健。环境风险与任何韧性结果均无统计学关联。生计风险与韧性之间的关联具有维度特异性，不应被解释为因果关系。研究结果将社会支持和卫生服务可及性确定为地方进一步评估的优先事项，同时应将金融脆弱性与信贷可及性加以区分，环境干预措施应以关于地方灾害和项目绩效的更多证据为指导。","2026-10-19T00:00:00Z",63,{"impact":183,"substance":184,"depth":185,"authority":20,"freshness":21,"relevant":22,"comment":186},8,18,15,"基于四川三县540户问卷的实证研究，揭示社会风险对生计韧性的负向关联，方法规范但属区域案例，公共影响有限，可作参考而非精选。",[188],{"name":10,"url":177},[190,191,92,192,30],"乡村治理","农村金融","健康服务",{"code":194,"slug":195,"name":196,"path":197,"parent_code":198},"H7","climate","气候适应与防灾减灾","\u002Ftopic\u002Fenvironment\u002Fclimate","H",[],{"status":201,"locked":14,"version":35,"method":36,"evidence":202},"classified",{"candidates":203,"agricultural_evidence":45},[204,209,214,219],{"code":194,"score":51,"supported":45,"title":205,"abstract":206,"tags":208},[],[207],"洪涝",[],{"code":210,"score":22,"supported":14,"title":211,"abstract":212,"tags":213},"G3",[],[],[191],{"code":215,"score":22,"supported":14,"title":216,"abstract":217,"tags":218},"G5",[],[],[190],{"code":40,"score":22,"supported":14,"title":220,"abstract":221,"tags":222},[],[],[30],[224,225],"四川 农户 生计韧性","高县 夹江 岳池 农户","四川农户生计韧性-5372","10.3389\u002Ffsufs.2026.1934397",{"doi":227,"openalex_id":229,"authors":230,"venue":10,"cited_by_count":67,"oa_url":177,"card":246,"direction":73,"ingested_from":75},"W7222969600",[231,234,236,238,240,242,244],{"name":232,"orcid":233},"Tao Liu","https:\u002F\u002Forcid.org\u002F0000-0002-0506-3356",{"name":235,"orcid":9},"Ting Zhao",{"name":237,"orcid":9},"Jiahui Tian",{"name":239,"orcid":9},"Shanshan Zhao",{"name":241,"orcid":9},"Tao Zeng",{"name":243,"orcid":9},"Lijie Xu",{"name":245,"orcid":9},"Wei Liu",{"tldr":247,"method":248,"finding":249,"direction":73,"opportunity":250},"分析四川三县540户农户生计风险各维度与生计韧性各成分的关联。","入户问卷构建风险与韧性指数，用分数logit模型加县固定效应和村级聚类野生自助法","社会风险与各韧性成分及总体韧性负相关，健康风险与总体韧性负相关，环境风险无显著关联。","可结合数字乡村建设，研究社会支持网络与医疗可及性等信息化服务如何提升农户生计韧性。","2026-10-20T23:30:06.775370Z",{"id":253,"title":254,"url":255,"summary":256,"summary_zh":257,"content":9,"source_name":10,"source_url":255,"published_at":258,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":259,"score_detail":260,"sources":264,"tags":266,"primary_topic":271,"secondary_topics":272,"classification":273,"search_phrases":290,"slug":293,"view_count":67,"doi":294,"paper":295,"created_at":307},4874,"Estimating the level of rural household resilience to food insecurity: evidence from Rushinga Rural District in northern Zimbabwe","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1875364","Introduction Rural households in semi-arid Zimbabwe face recurrent food insecurity because their livelihoods depend heavily on climate-sensitive agriculture, limited assets, and weak rural service systems. However, household-level evidence on the dimensions that construct resilience to food insecurity in Southern Africa remains limited. The study estimates multidimensional rural household resilience to food insecurity in Rushinga District, Zimbabwe; identifies the relative contributions of eight livelihood-related resilience dimensions; and examines resilience patterns by livelihood orientation and household headship, using cross-sectional survey data from 300 households collected across three wards. Methods The study applied a two-stage procedure informed by the multidimensional structure of the FAO-RIMA-II framework. In the first stage, observable household indicators were grouped a priori into eight theoretically informed resilience dimensions, such as assets, income and food access, social protection, access to basic services, access to natural resources, adaptive capacity, support services, and stability. PCA was used within each dimension to reduce the observed indicators into dimension-level component scores. In the second stage, the retained dimension scores were entered into a factor analysis to examine their joint structure and construct the multidimensional household resilience index. Results The second-order factor analysis retained three factors explaining 59.28% of the variance, with comparatively high absolute loadings for income and food access (0.891), assets (0.793), adaptive capacity (-0.777), stability (0.783), basic services (0.623) and support services (0.813). Access to natural resources did not load strongly on the retained factors, indicating a comparatively weaker contribution within the estimated multidimensional structure. Non-farming households recorded a higher mean resilience score relative to farming households, while female-headed households recorded a lower mean resilience score compared to male-headed households. Conclusion The findings suggest that strengthening rural resilience to food insecurity in Zimbabwe may require a policy approach that supports productive assets, non-farm livelihood diversification, access to basic services, and gender-responsive support systems, alongside agricultural interventions.","引言 津巴布韦半干旱地区的农村家庭面临反复出现的粮食不安全问题，因为其生计高度依赖对气候敏感的农业、资产有限且农村服务体系薄弱。然而，关于南部非洲粮食不安全复原力构成维度的家庭层面证据仍然有限。本研究利用在三个选区收集的300户家庭的横截面调查数据，评估津巴布韦Rushinga区农村家庭多维粮食不安全复原力；识别八个与生计相关的复原力维度的相对贡献；并按生计取向和户主性别考察复原力模式。方法 本研究采用基于FAO-RIMA-II框架多维结构的两阶段程序。第一阶段，将可观测的家庭指标先验地归入八个具有理论依据的复原力维度，如资产、收入与食物获取、社会保护、基本服务获取、自然资源获取、适应能力、支持服务和稳定性。在每个维度内使用PCA将观测指标降维为维度层面的成分得分。第二阶段，将保留的维度得分纳入因子分析，以考察其联合结构并构建多维家庭复原力指数。结果 二阶因子分析保留了三个因子，解释了59.28%的方差，其中收入与食物获取（0.891）、资产（0.793）、适应能力（-0.777）、稳定性（0.783）、基本服务（0.623）和支持服务（0.813）的绝对载荷相对较高。自然资源获取在保留因子上的载荷不强，表明其在所估计的多维结构中贡献相对较弱。非农业家庭的平均复原力得分高于农业家庭，而女性户主家庭的平均复原力得分低于男性户主家庭。结论 研究结果表明，加强津巴布韦农村粮食不安全复原力可能需要一种政策路径，在农业干预措施之外，支持生产性资产、非农生计多样化、基本服务获取和性别响应型支持体系。","2026-10-13T00:00:00Z",66,{"impact":183,"substance":261,"depth":262,"authority":20,"freshness":21,"relevant":22,"comment":263},20,16,"基于FAO-RIMA-II框架的300户实证研究，方法规范、结论具体，但属津巴布韦地方性案例，对国内三农信息化参考价值有限，可作国际比较素材。",[265],{"name":10,"url":255},[267,268,30,269,270],"粮食安全","非农就业","农村抗逆力","性别差异",{"code":194,"slug":195,"name":196,"path":197,"parent_code":198},[],{"status":201,"locked":14,"version":35,"method":36,"evidence":274},{"candidates":275,"agricultural_evidence":45},[276,281,285],{"code":194,"score":51,"supported":45,"title":277,"abstract":278,"tags":280},[],[279],"干旱",[],{"code":40,"score":41,"supported":14,"title":282,"abstract":283,"tags":284},[],[],[30,268],{"code":286,"score":22,"supported":14,"title":287,"abstract":288,"tags":289},"A8",[],[],[267],[291,292],"津巴布韦 Rushinga 农户抗逆力","FAO-RIMA-II 粮食安全","津巴布韦Rushinga农户抗逆力-4874","10.3389\u002Ffsufs.2026.1875364",{"doi":294,"openalex_id":296,"authors":297,"venue":10,"cited_by_count":67,"oa_url":255,"card":302,"direction":73,"ingested_from":75},"W7221657887",[298,300],{"name":299,"orcid":9},"Onismo Muzah",{"name":301,"orcid":9},"Tafadzwa Mabhaudhi",{"tldr":303,"method":304,"finding":305,"direction":73,"opportunity":306},"基于津巴布韦300户调查，用FAO-RIMA-II框架估算农村家庭粮食不安全恢复力指数。","两阶段法：各维度内PCA降维，再对维度得分做二阶因子分析构建综合指数。","收入与食物获取、资产、支持服务贡献最大；非农家庭恢复力更高，女性户主家庭更低。","可将恢复力指数与农户数字服务可及性、移动支付等信息化指标结合，检验数字赋能对恢复力的调节作用。","2026-10-14T23:30:07.234699Z",{"id":309,"title":310,"url":311,"summary":312,"summary_zh":313,"content":9,"source_name":10,"source_url":311,"published_at":258,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":314,"score_detail":315,"sources":318,"tags":320,"primary_topic":9,"secondary_topics":325,"classification":326,"search_phrases":339,"slug":342,"view_count":22,"doi":343,"paper":344,"created_at":360},4872,"Forest-food supply chain resilience in mountain outdoor regions: a reconfigurability perspective","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1962537","Introduction Forest-based food supply chains face ecological seasonality, dispersed production, perishability, and uneven transport access. This study examines how organizational capabilities combine to support forest-based food supply-chain resilience (FFSCR) from a reconfigurability perspective. Methods The analysis draws on 409 managerial questionnaires nested within 50 firms in Zhangjiajie, Xishuangbanna, and Changbai Mountain. Measurement quality was evaluated at the respondent level, and construct scores were aggregated to the firm level, supported by ICC(1) values of 0.251–0.342 and ICC(2) values of 0.732–0.809. Necessary Condition Analysis (NCA) and fuzzy-set Qualitative Comparative Analysis (fsQCA) were applied to examine necessary constraints and sufficient configurations. Results Reconfiguration readiness was the only condition meeting both the substantive and statistical NCA criteria ( d = 0.123, p \u003C 0.001) and the fsQCA necessity criterion (consistency = 0.921; coverage = 0.848). Five intermediate configurations generated high FFSCR, with overall consistency of 0.945 and coverage of 0.883. Reconfiguration readiness appeared in all five configurations, while partner resilience was a core condition in four. Robustness checks using 90th\u002F70th\u002F10th-percentile recalibration reproduced the five configurations (consistency = 0.950; coverage = 0.886) and maintained the necessity of reconfiguration readiness (NCA d = 0.110, p \u003C 0.001; fsQCA consistency = 0.926). Discussion Reconfiguration readiness functions as an enabling constraint rather than a sufficient condition on its own. Relational, agile, financial, flexible, and technological capabilities provide alternative mechanisms through which firms convert readiness into resilient supply-chain performance.","引言 林源食品供应链面临生态季节性、生产分散性、易腐性以及运输可达性不均等挑战。本研究从可重构性视角出发，考察组织能力如何组合以支撑林源食品供应链韧性（forest-based food supply-chain resilience, FFSCR）。方法 分析基于张家界、西双版纳和长白山地区50家企业中嵌套的409份管理者问卷。测量质量在受访者层面进行评估，并将构念得分聚合至企业层面，得到ICC(1)值为0.251–0.342、ICC(2)值为0.732–0.809的支持。采用必要条件分析（Necessary Condition Analysis, NCA）与模糊集定性比较分析（fuzzy-set Qualitative Comparative Analysis, fsQCA）检验必要约束条件与充分组态。结果 可重构准备度是唯一同时满足NCA实质性与统计性标准（d = 0.123, p \u003C 0.001）以及fsQCA必要性标准（一致性 = 0.921；覆盖度 = 0.848）的条件。五种中间组态产生了高FFSCR，总体一致性为0.945，覆盖度为0.883。可重构准备度出现在全部五种组态中，而合作伙伴韧性在四种组态中为核心条件。采用第90\u002F70\u002F10百分位重新校准的稳健性检验复现了这五种组态（一致性 = 0.950；覆盖度 = 0.886），并维持了可重构准备度的必要性（NCA d = 0.110, p \u003C 0.001；fsQCA一致性 = 0.926）。讨论 可重构准备度发挥使能约束的作用，而非自身即为充分条件。关系能力、敏捷能力、财务能力、灵活能力与技术能力提供了替代机制，使企业将准备度转化为韧性供应链绩效。",74,{"impact":17,"substance":316,"depth":184,"authority":20,"freshness":21,"relevant":22,"comment":317},22,"基于三地50家企业409份问卷的fsQCA实证研究，方法规范、结论有新意，但属细分领域学术成果，公共影响有限，适合作为专业向精选。",[319],{"name":10,"url":311},[321,322,323,31,324],"供应链韧性","林下经济","农业经营主体","森林食品",[],{"status":139,"locked":14,"version":35,"method":36,"evidence":327},{"candidates":328,"agricultural_evidence":14,"reason":151},[329,334],{"code":330,"score":22,"supported":14,"title":331,"abstract":332,"tags":333},"G2",[],[],[323],{"code":335,"score":22,"supported":14,"title":336,"abstract":337,"tags":338},"G4",[],[],[322],[340,341],"张家界 西双版纳 长白山 森林食品","森林食品 供应链韧性 组织能力","张家界西双版纳长白山森林食品-4872","10.3389\u002Ffsufs.2026.1962537",{"doi":343,"openalex_id":345,"authors":346,"venue":10,"cited_by_count":67,"oa_url":311,"card":355,"direction":73,"ingested_from":75},"W7221622529",[347,349,351,353],{"name":348,"orcid":9},"Qianlan Chen",{"name":350,"orcid":9},"Huan Liang",{"name":352,"orcid":9},"Xi Deng",{"name":354,"orcid":9},"Yuelin Ren",{"tldr":356,"method":357,"finding":358,"direction":73,"opportunity":359},"基于可重构视角，研究山区林下食品供应链韧性如何由多种组织能力组合形成。","409份管理者问卷、50家企业，用NCA与fsQCA分析必要条件与充分组态。","可重构准备度是唯一必要条件，五条组态路径均含该条件，伙伴韧性在四条中为核心。","可将可重构准备度与数字技术能力结合，探索山区林下食品供应链的数字化韧性组态机制。","2026-10-14T23:30:07.087827Z",{"id":362,"title":363,"url":364,"summary":365,"summary_zh":366,"content":9,"source_name":367,"source_url":364,"published_at":368,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":67,"score_detail":369,"sources":371,"tags":373,"primary_topic":377,"secondary_topics":383,"classification":384,"search_phrases":402,"slug":405,"view_count":41,"doi":406,"paper":407,"created_at":428},4607,"Topographic gradients shape territorial-space evolution and their nonlinear drivers in a karst mountain region of Southwest China","https:\u002F\u002Fdoi.org\u002F10.1038\u002Fs41598-026-74236-6","Abstract Karst mountainous areas are characterised by fragmented terrain and high ecological sensitivity, which make territorial-space evolution strongly terrain dependent. However, existing studies often treat terrain merely as a general control variable, leaving the spatial transitions and nonlinear driving mechanisms across different terrain gradients insufficiently understood. Taking the karst mountainous area of northwestern Guangxi as a case study, this study integrates land-use, natural environmental, socioeconomic and locational data from 1980 to 2020. A transition matrix, terrain distribution index (TDI), and explainable machine-learning models were employed to identify the terrain-gradient effects and driving mechanisms of territorial-space evolution. The results show that vegetation-dominated ecological space (VES) consistently accounted for more than 80% of the study area. Nevertheless, the study period was accompanied by the continuous expansion of urban space (US), whose area increased by approximately 397.66% from 1980 to 2020, while ecological space (ES) and agricultural space (AS) declined overall. Transitions from AS to ES were mainly concentrated in middle- to high-elevation and relatively steep areas, whereas transitions from AS to US were clustered in low-elevation and gentle-slope areas. Aquatic ecological space (AES), US and AS tended to occur in low-elevation and gentle-slope areas, whereas VES was dominant in high-elevation and steep-slope areas. The random forest (RF) model performed best, with an R 2 of 0.791 on the test set, outperforming ordinary least squares (OLS) and extreme gradient boosting (XGBoost). Shapley additive explanations (SHAP) analysis based on the RF model further indicated that the normalised difference vegetation index (NDVI), population density (POP) and distance to rivers (DRIV) were the leading explanatory factors. The dominant roles of natural environmental, socioeconomic and locational accessibility factors shifted across elevation and slope gradients and exhibited clear threshold effects. These findings show how terrain gradients are associated with territorial-space patterns, transition pathways and driving mechanisms, and provide a scientific basis for territorial-space optimisation in karst mountainous areas.","喀斯特山区地形破碎、生态敏感性强，其国土空间演变具有强烈的地形依赖性。然而，现有研究多将地形视为一般性控制变量，对不同地形梯度下国土空间转换过程及非线性驱动机制的认识仍不充分。本研究以桂西北喀斯特山区为案例，整合1980—2020年土地利用、自然环境、社会经济和区位数据，采用转移矩阵、地形分布指数（TDI）和可解释机器学习模型，识别国土空间演变的地形梯度效应与驱动机制。结果表明：以植被为主的生态空间（VES）始终占研究区面积的80%以上；但研究期内城镇空间（US）持续扩张，1980—2020年面积增加约397.66%，而生态空间（ES）和农业空间（AS）总体下降。AS向ES的转换主要集中于中高海拔和较陡区域，而AS向US的转换则聚集在低海拔和缓坡区域。水域生态空间（AES）、US和AS倾向于分布在低海拔和缓坡区域，而VES则在高海拔和陡坡区域占主导。随机森林（RF）模型表现最佳，测试集R²为0.791，优于普通最小二乘法（OLS）和极端梯度提升（XGBoost）。基于RF模型的SHAP（Shapley加性解释）分析进一步表明，归一化植被指数（NDVI）、人口密度（POP）和距河流距离（DRIV）是主要解释因子。自然环境、社会经济和区位可达性因子的主导作用随海拔和坡度梯度发生转变，并表现出明显的阈值效应。上述发现揭示了地形梯度与国土空间格局、转换路径及驱动机制之间的关联，可为喀斯特山区国土空间优化提供科学依据。","Scientific Reports","2026-10-09T00:00:00Z",{"impact":67,"substance":67,"depth":67,"authority":67,"freshness":67,"relevant":67,"comment":370},"该论文聚焦喀斯特山区国土空间演化的地形梯度与非线性驱动机制，属土地利用与景观生态研究，与三农、农业信息化、智慧农业等主题无直接关联，不建议进入每日精选。",[372],{"name":367,"url":364},[374,375,29,376],"遥感监测","土地利用","国土空间",{"code":378,"slug":379,"name":380,"path":381,"parent_code":382},"I2","agricultural-ai","农业AI与大模型","\u002Ftopic\u002Fdigital-agriculture\u002Fagricultural-ai","I",[],{"status":201,"locked":14,"version":35,"method":36,"evidence":385},{"candidates":386,"agricultural_evidence":45},[387,392,397],{"code":378,"score":51,"supported":45,"title":388,"abstract":389,"tags":391},[],[390],"机器学习",[],{"code":393,"score":22,"supported":14,"title":394,"abstract":395,"tags":396},"H6",[],[],[375],{"code":398,"score":22,"supported":14,"title":399,"abstract":400,"tags":401},"I3",[],[],[374],[403,404],"桂西北 喀斯特 国土空间演化","喀斯特山区 国土空间 土地利用 遥感监测","桂西北喀斯特国土空间演化-4607","10.1038\u002Fs41598-026-74236-6",{"doi":406,"openalex_id":408,"authors":409,"venue":367,"cited_by_count":67,"oa_url":364,"card":421,"direction":427,"ingested_from":75},"W7221135432",[410,412,414,416,418],{"name":411,"orcid":9},"Xiangying Kong",{"name":413,"orcid":9},"Baoqing Hu",{"name":415,"orcid":9},"Yurou Liang",{"name":417,"orcid":9},"Jiaxin Li",{"name":419,"orcid":420},"Xuan Zhong","https:\u002F\u002Forcid.org\u002F0009-0000-1258-4363",{"tldr":422,"method":423,"finding":424,"direction":425,"opportunity":426},"分析桂西北喀斯特山区1980-2020年国土空间演变的地形梯度效应与非线性驱动机制。","土地利用转移矩阵、地形分布指数与可解释机器学习（随机森林+SHAP）。","城镇空间增约397.66%，农业转生态集中于中高海拔陡坡，NDVI、人口密度和距河距离为主导驱动且存","农业遥感与作物表型","可将地形梯度阈值与可解释机器学习结合，用于喀斯特山区国土空间优化与生态修复分区。","农业人工智能与决策模型","2026-10-10T23:30:50.166440Z"]