Assessing regional economic development is key for advancing towards the Sustainable Development Goals and ensuring sustainable societal progress.Traditional evaluation methods focus on basic economic metrics like pop...Assessing regional economic development is key for advancing towards the Sustainable Development Goals and ensuring sustainable societal progress.Traditional evaluation methods focus on basic economic metrics like population and capital,which may not fully reflect the complexities of economic activities.Nighttime light(NTL)has been validated as an alternative indicator for regional economic development,yet limitations persist in its evaluation.This study integrates OpenStreetMap(OSM)data and NTL data,providing a novel data integration approach for evaluating economic development.The study uses mainland of China as a case,applying ordinary least squares(OLS)and geographically weighted regression(GWR)to evaluate OSM and NTL data across provincial,municipal,and county levels.It compares OSM,NTL,and their combined use,providing key empirical insights for enhancing data fusion models.The study results reveal:(1)NTL data is more accurate for provincial-level economic activity,while OSM data excels at the county level.(2)GWR demonstrates superior capability over OLS in revealing the spatial dynamics of economic development across scales.(3)Through the integration of both datasets,it is observed that,compared to single-data modeling,the performance is enhanced at the city scale and county scale.The study demonstrates that combining OSM and NTL data effectively assesses economic development in both developed and underdeveloped areas at provincial,municipal,and county levels.The study offers a straightforward and efficient approach to data integration.The findings offer new research perspectives and scientific support for sustainable regional economic growth,particularly valuable in data-scarce,underdeveloped areas.展开更多
NTL(NAC with transmembrane motif like)是普遍存在于单子叶和双子叶植物中的膜结合转录因子,在调控植物生长发育、逆境胁迫应答中发挥重要作用。NTL在石斛属(Dendrobium)植物中的生物学功能仍未知。本文在铁皮石斛(D.officinale)全基...NTL(NAC with transmembrane motif like)是普遍存在于单子叶和双子叶植物中的膜结合转录因子,在调控植物生长发育、逆境胁迫应答中发挥重要作用。NTL在石斛属(Dendrobium)植物中的生物学功能仍未知。本文在铁皮石斛(D.officinale)全基因组水平鉴定出7个NTL。利用生物信息学手段对DoNTL家族成员进行跨膜结构和系统进化分析,并预测蛋白质的二、三级结构以及蛋白质保守基序。通过逆转录PCR分析了DoNTL对不同胁迫的响应以及在根、茎、叶中的表达情况。结果显示,DoNTL基因在根、茎、叶中均有表达。胁迫处理下,NaCl诱导了NTL1、2、3、4、7的表达,抑制了NTL5的表达;脱落酸(ABA)诱导了NTL1、2、3、4的表达,抑制了NTL5的表达;聚乙二醇(PEG)诱导了NTL1、2、3、4、7的表达;高温抑制了NTL3、7的表达;低温诱导了NTL1、4的表达,抑制了NTL3的表达。表明DoNTL广泛参与非生物胁迫。这些结果为后续研究NTL在铁皮石斛生长发育过程中的功能提供数据支持。展开更多
基金funded by The Third Comprehensive Scientific Investigation in Xinjiang(Grant No.2021xjkk1001)Program of National Social Science Foundation of China(Grant No.22BJL061)+1 种基金Major Project of Xinjiang Social Science Foundation(Grant No.21AZD008)The National Natural Science Foundation of China(Grant No.41461035).
文摘Assessing regional economic development is key for advancing towards the Sustainable Development Goals and ensuring sustainable societal progress.Traditional evaluation methods focus on basic economic metrics like population and capital,which may not fully reflect the complexities of economic activities.Nighttime light(NTL)has been validated as an alternative indicator for regional economic development,yet limitations persist in its evaluation.This study integrates OpenStreetMap(OSM)data and NTL data,providing a novel data integration approach for evaluating economic development.The study uses mainland of China as a case,applying ordinary least squares(OLS)and geographically weighted regression(GWR)to evaluate OSM and NTL data across provincial,municipal,and county levels.It compares OSM,NTL,and their combined use,providing key empirical insights for enhancing data fusion models.The study results reveal:(1)NTL data is more accurate for provincial-level economic activity,while OSM data excels at the county level.(2)GWR demonstrates superior capability over OLS in revealing the spatial dynamics of economic development across scales.(3)Through the integration of both datasets,it is observed that,compared to single-data modeling,the performance is enhanced at the city scale and county scale.The study demonstrates that combining OSM and NTL data effectively assesses economic development in both developed and underdeveloped areas at provincial,municipal,and county levels.The study offers a straightforward and efficient approach to data integration.The findings offer new research perspectives and scientific support for sustainable regional economic growth,particularly valuable in data-scarce,underdeveloped areas.
文摘NTL(NAC with transmembrane motif like)是普遍存在于单子叶和双子叶植物中的膜结合转录因子,在调控植物生长发育、逆境胁迫应答中发挥重要作用。NTL在石斛属(Dendrobium)植物中的生物学功能仍未知。本文在铁皮石斛(D.officinale)全基因组水平鉴定出7个NTL。利用生物信息学手段对DoNTL家族成员进行跨膜结构和系统进化分析,并预测蛋白质的二、三级结构以及蛋白质保守基序。通过逆转录PCR分析了DoNTL对不同胁迫的响应以及在根、茎、叶中的表达情况。结果显示,DoNTL基因在根、茎、叶中均有表达。胁迫处理下,NaCl诱导了NTL1、2、3、4、7的表达,抑制了NTL5的表达;脱落酸(ABA)诱导了NTL1、2、3、4的表达,抑制了NTL5的表达;聚乙二醇(PEG)诱导了NTL1、2、3、4、7的表达;高温抑制了NTL3、7的表达;低温诱导了NTL1、4的表达,抑制了NTL3的表达。表明DoNTL广泛参与非生物胁迫。这些结果为后续研究NTL在铁皮石斛生长发育过程中的功能提供数据支持。
