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中国高质量夜间灯光数据简介

  中国高质量夜间灯光数据是CnOpenData与吉林高分遥感应用研究院有限公司合作的数据库 ，基于多源夜间灯光卫星遥感影像，经过科学手段对数据进行降噪、修正、分析统计，以年度、月度为更新频率，以省市县三级行政区划作为统计单元，制作高质量夜间灯光数据。数据包括：Excel统计表和Shp矢量文件两种形式，内容包括：+总亮度值、总像元数、平均亮度值、发光像元数、发光像元平均值、发光像元占比。

  高质量夜间灯光数据能够提供关于人类活动和城市发展的有价值的信息，对城市规划、经济研究和灾害监测等方面具有重要的意义和作用：

  • 城市规划和管理：数据可以提供城市的空间分布和扩展情况，帮助城市规划者了解城市的发展状况，优化城市的布局和设施建设。
  • 经济研究：数据可以用于评估经济活动的发展水平和经济增长的趋势。通过对不同区域夜间灯光的比较，可以了解不同地区的经济活动差异，并为决策者提供有关资源分配和经济政策制定的参考依据。
  • 环境监测：数据可以用于监测环境变化和城市污染。通过观测城市的夜间灯光，可以评估能源使用情况、空气质量和人口密度等环境指标。
  • 灾害监测和应对：数据可以用于监测和评估自然灾害的影响范围和程度，如地震、洪水和火灾等。这有助于及时采取应对措施和进行救灾工作。
  • 社会科学研究：数据可以用于研究城市人口分布、流动性和社会活动。通过分析夜间灯光数据，可以了解人类活动的空间和时间模式，揭示城市的社会结构和文化特征。

时间区间

2012年4月-2023年12月（数据空间分辨率500米）

数据产品

亮度图

数据说明

说明

时间维度

字段展示

中国夜间灯光数据-省级中国夜间灯光数据-地市级中国夜间灯光数据-区县级
provincePACpro_code
typeNAMEprovince
codeprovincecity_code
SumDNPcodecity
SumCellCcodetype
MeanDNcitySumDN
LightCelltypeSumCell
LightMeanDNSumDNMeanDN
PercentageSumCellLightCell
tifMeanDNLightMeanDN
LightCellPercentage
LightMeanDNtif
Percentage
tif

样本数据

中国夜间灯光数据-省级

provincetypecodeSumDNSumCellMeanDNLightCellLightMeanDNPercentagetif
北京市直辖市110000517954.0799999205.183687749573699.02846624357.41%SVDNB_npp_20200901-20200930_outed_Kriging.tif
天津市直辖市120000460973.6699717116.42821422607977.58217790284.78%SVDNB_npp_20200901-20200930_outed_Kriging.tif
河北省省1300001200412.10211354191.0572415144698692.55478037941.38%SVDNB_npp_20200901-20200930_outed_Kriging.tif
山西省省140000709973.32979211770.7707241172642932.68631151728.69%SVDNB_npp_20200901-20200930_outed_Kriging.tif
内蒙古自治区自治区150000636916.885474349620.0856651163433961.8547591864.62%SVDNB_npp_20200901-20200930_outed_Kriging.tif
辽宁省省210000840829.54019089000.9251067672859212.94077573931.46%SVDNB_npp_20200901-20200930_outed_Kriging.tif
吉林省省220000434503.6912280530.3538150961901552.28499744915.48%SVDNB_npp_20200901-20200930_outed_Kriging.tif
黑龙江省省230000442165.9631372780.1409393622665691.658729868.50%SVDNB_npp_20200901-20200930_outed_Kriging.tif
上海市直辖市310000550903.74814394012.537636513805714.4757534286.61%SVDNB_npp_20200901-20200930_outed_Kriging.tif
江苏省省3200002262718.5055700383.969416963605186.27629828563.24%SVDNB_npp_20200901-20200930_outed_Kriging.tif
浙江省省330000898112.565614611.5995991882288393.92464815940.76%SVDNB_npp_20200901-20200930_outed_Kriging.tif
安徽省省340000820040.297690591.066290482097463.90968261627.27%SVDNB_npp_20200901-20200930_outed_Kriging.tif
福建省省350000711346.60996357501.1189093351807203.93618088728.43%SVDNB_npp_20200901-20200930_outed_Kriging.tif
江西省省360000204972.58998793560.233093981085091.88899160312.34%SVDNB_npp_20200901-20200930_outed_Kriging.tif
山东省省3700001741079.0938980371.9387609785528983.14900595261.57%SVDNB_npp_20200901-20200930_outed_Kriging.tif
河南省省4100001157250.999300281.244318443757343.07997410340.40%SVDNB_npp_20200901-20200930_outed_Kriging.tif
湖北省省420000363310.209910113200.3592435731328682.73436952413.14%SVDNB_npp_20200901-20200930_outed_Kriging.tif
湖南省省430000180455.169911157570.1617333971252721.44050681611.23%SVDNB_npp_20200901-20200930_outed_Kriging.tif
广东省省4400001897700.4679050702.0967444143709105.11633675840.98%SVDNB_npp_20200901-20200930_outed_Kriging.tif
广西壮族自治区自治区450000365810.159812071210.3030434891550072.35995896912.84%SVDNB_npp_20200901-20200930_outed_Kriging.tif
海南省省460000181955.331681631.082017626600373.03071988935.70%SVDNB_npp_20200901-20200930_outed_Kriging.tif
重庆市直辖市500000223724.294439220.503972072561143.98696029612.64%SVDNB_npp_20200901-20200930_outed_Kriging.tif
四川省省510000833212.833126356040.3161373381624945.1276529176.17%SVDNB_npp_20200901-20200930_outed_Kriging.tif
贵州省省520000144226.84179209300.1566099941002521.43864303610.89%SVDNB_npp_20200901-20200930_outed_Kriging.tif
云南省省530000328984.599819744190.1666234982031341.61954473310.29%SVDNB_npp_20200901-20200930_outed_Kriging.tif
西藏自治区自治区54000074873.5799265769260.011384282431891.7336261530.66%SVDNB_npp_20200901-20200930_outed_Kriging.tif
陕西省省610000729586.539711724490.6222757152373423.07398833620.24%SVDNB_npp_20200901-20200930_outed_Kriging.tif
甘肃省省620000332751.059925120880.1324599541716051.9390522416.83%SVDNB_npp_20200901-20200930_outed_Kriging.tif
青海省省630000121963.159939965340.030517233603962.0193913491.51%SVDNB_npp_20200901-20200930_outed_Kriging.tif
宁夏回族自治区自治区640000219469.413041050.721689581703153.12123174323.12%SVDNB_npp_20200901-20200930_outed_Kriging.tif
新疆维吾尔自治区自治区6500001025139.426100865800.1016339954050992.5305898714.02%SVDNB_npp_20200901-20200930_outed_Kriging.tif
台湾省省710000878449.32011847054.7559585291016538.6416467855.04%SVDNB_npp_20200901-20200930_outed_Kriging.tif
香港特别行政区特别行政区81000098311.83001565017.4003239528618.5985300893.56%SVDNB_npp_20200901-20200930_outed_Kriging.tif
澳门特别行政区特别行政区82000012827.7300416975.9037280716478.2178661297.04%SVDNB_npp_20200901-20200930_outed_Kriging.tif
北京市直辖市110000591637.2897999205.9211097854599212.8639174146.03%SVDNB_npp_20210501-20210531_outed_Kriging.tif
天津市直辖市120000323008.39717114.504307429382078.45416782353.28%SVDNB_npp_20210501-20210531_outed_Kriging.tif
河北省省1300001148783.4211354191.0117704743781043.03827364933.30%SVDNB_npp_20210501-20210531_outed_Kriging.tif
山西省省140000709402.8619211770.7701048342454962.88967177126.65%SVDNB_npp_20210501-20210531_outed_Kriging.tif
内蒙古自治区自治区150000123304.805574349620.016584457527482.3376204880.71%SVDNB_npp_20210501-20210531_outed_Kriging.tif
辽宁省省210000127040.76999089000.139774199165637.6701545561.82%SVDNB_npp_20210501-20210531_outed_Kriging.tif
吉林省省22000001228053000.00%SVDNB_npp_20210501-20210531_outed_Kriging.tif
黑龙江省省23000003137278000.00%SVDNB_npp_20210501-20210531_outed_Kriging.tif
上海市直辖市310000665290.74014394015.140890763934516.9091559389.54%SVDNB_npp_20210501-20210531_outed_Kriging.tif
江苏省省3200002437858.7975700384.2766601473770386.4658172366.14%SVDNB_npp_20210501-20210531_outed_Kriging.tif
浙江省省3300001912634.3355614613.4065310592731447.00229305848.65%SVDNB_npp_20210501-20210531_outed_Kriging.tif
安徽省省340000998593.327690591.2984612622692523.7087684435.01%SVDNB_npp_20210501-20210531_outed_Kriging.tif
福建省省350000952835.19716357501.4987576831951994.88135286130.70%SVDNB_npp_20210501-20210531_outed_Kriging.tif
江西省省360000462177.378793560.525586191429483.23318528416.26%SVDNB_npp_20210501-20210531_outed_Kriging.tif
山东省省3700001971022.7088980372.194812365792793.40254472864.51%SVDNB_npp_20210501-20210531_outed_Kriging.tif
河南省省4100001367610.219300281.470504343989733.4278264742.90%SVDNB_npp_20210501-20210531_outed_Kriging.tif

中国夜间灯光数据-地市级

PACNAMEprovincePcodeCcodecitytypeSumDNSumCellMeanDNLightCellLightMeanDNPercentagetif
110101东城区北京市110000110000北京市市辖区9473.01000125337.4427272825337.44272728100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110102西城区北京市110000110000北京市市辖区11278.4899931735.5788327731735.57883277100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110105朝阳区北京市110000110000北京市市辖区66303.48999281523.55363765281523.55363765100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110106丰台区北京市110000110000北京市市辖区30842.13728184316.73474622184016.7620311399.84%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110107石景山区北京市110000110000北京市市辖区8053.41001152215.4279885352115.4576007999.81%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110108海淀区北京市110000110000北京市市辖区36850.47002259914.17871105251914.6290075596.92%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110109门头沟区北京市110000110000北京市市辖区6009.90000688070.68240036419453.08992288222.08%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110111房山区北京市110000110000北京市市辖区18550.64999120871.53476048560263.07843511349.86%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110112通州区北京市110000110000北京市市辖区29119.1899954845.30984500153255.46839248697.10%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110113顺义区北京市110000110000北京市市辖区36365.161535.91014139458146.25474716194.49%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110114昌平区北京市110000110000北京市市辖区26887.8800181733.28984216552635.10885046864.39%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110115大兴区北京市110000110000北京市市辖区32013.7100162495.12301328353655.96714072885.85%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110116怀柔区北京市110000110000北京市市辖区8082.5129980.62182643530182.67809807823.22%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110117平谷区北京市110000110000北京市市辖区5444.42000257800.94194117730611.77864096852.96%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110118密云区北京市110000110000北京市市辖区6991.459995136070.51381347840311.73442321929.62%SVDNB_npp_20120401-20120430_outed_Kriging.tif
110119延庆区北京市110000110000北京市市辖区3781.23122330.30910079327001.40045555622.07%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120101和平区天津市120000120000天津市市辖区3632.7900056060.546500086060.54650008100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120102河东区天津市120000120000天津市市辖区8803.36000124036.6806666724036.68066667100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120103河西区天津市120000120000天津市市辖区8097.63997722935.3608732622935.36087326100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120104南开区天津市120000120000天津市市辖区7409.19000122732.6396035322732.63960353100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120105河北区天津市120000120000天津市市辖区6240.8199917735.2588717735.25887100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120106红桥区天津市120000120000天津市市辖区5478.20998413341.1895487513341.18954875100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120110东丽区天津市120000120000天津市市辖区35443.80004286312.37995111285712.4059503199.79%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120111西青区天津市120000120000天津市市辖区31061.3000233929.15722288533419.29700689298.50%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120112津南区天津市120000120000天津市市辖区22142.5499923179.55656020423119.58137169899.74%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120113北辰区天津市120000120000天津市市辖区21535.5628597.53254984228437.57494196299.44%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120114武清区天津市120000120000天津市市辖区19544.1000194952.05835703171002.75269014274.78%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120115宝坻区天津市120000120000天津市市辖区10102.4891161.10821412952371.92905862157.45%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120116滨海新区天津市120000120000天津市市辖区93621.70353143126.541482919115668.09456195280.81%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120117宁河区天津市120000120000天津市市辖区8018.51000378041.02748718644421.80515758756.92%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120118静海区天津市120000120000天津市市辖区13974.2199988101.58617707169112.02202575578.44%SVDNB_npp_20120401-20120430_outed_Kriging.tif
120119蓟州区天津市120000120000天津市市辖区6949.72999696770.71816988745141.53959459446.65%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130102长安区河北省130000130100石家庄市市辖区7850.4099878559.1817660668269.50412831396.61%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130104桥西区河北省130000130100石家庄市市辖区7553.40999739219.2689030539219.26890305100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130105新华区河北省130000130100石家庄市市辖区5511.81000453510.3024486153510.30244861100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130107井陉矿区河北省130000130100石家庄市市辖区1068.1299994212.5371258893942.71098984693.59%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130108裕华区河北省130000130100石家庄市市辖区10700.7000162917.0122416662917.01224166100.00%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130109藁城区河北省130000130100石家庄市市辖区6049.17000548161.25605689535261.71558990573.21%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130110鹿泉区河北省130000130100石家庄市市辖区8417.58999636522.30492606730692.74277940684.04%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130111栾城区河北省130000130100石家庄市市辖区3428.65999620621.66278370317311.98073945583.95%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130121井陉县河北省130000130100石家庄市县3573.53999481270.4397120732621.09550582340.14%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130123正定县河北省130000130100石家庄市县5398.68000428321.90631356125032.15688374188.38%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130125行唐县河北省130000130100石家庄市县1462.81999957170.25587196119820.73805247134.67%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130126灵寿县河北省130000130100石家庄市县2187.70999762690.34897272324180.90476013138.57%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130127高邑县河北省130000130100石家庄市县998.63999912970.7699614499631.03700934574.25%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130128深泽县河北省130000130100石家庄市县858.899998817560.48912300610400.82586538359.23%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130129赞皇县河北省130000130100石家庄市县1747.16000249180.35525823616761.04245823534.08%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130130无极县河北省130000130100石家庄市县1610.32999729580.54439824119740.81577000866.73%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130131平山县河北省130000130100石家庄市县5161.359997157260.32820551939051.32173111324.83%SVDNB_npp_20120401-20120430_outed_Kriging.tif
130132元氏县河北省130000130100石家庄市县2400.55000139750.6039119522761.05472319957.26%SVDNB_npp_20120401-20120430_outed_Kriging.tif

中国夜间灯光数据-地市级

pro_codeprovincecity_codecitytypeSumDNSumCellMeanDNLightCellLightMeanDNPercentagetif
120000天津市120000天津市直辖市361100.8199717115.035501107521886.91923085672.78%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130100石家庄市地级市103851.8626831881.24839956427382.42996543151.38%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130200唐山市地级市183609.0063835522.197541726530583.46053387463.50%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130300秦皇岛市地级市51643.39002473891.089775898190552.71022776340.21%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130400邯郸市地级市76788.84239699971.097030478368072.08625648452.58%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130500邢台市地级市50856.23996727440.699112504346441.46796674647.62%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130600保定市地级市73151.409951330040.54999406543411.3461550240.86%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130700张家口市地级市55704.349972263470.246101561390501.42648783517.25%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130800承德市地级市37859.159992447240.15470146343641.10170992914.04%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省130900沧州市地级市79588.94998838750.948899553461441.72479520655.02%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省131000廊坊市地级市63236.40996385681.639608224271102.33258612970.29%SVDNB_npp_20121001-20121031_outed_Kriging.tif
130000河北省131100衡水市地级市24235.54999520310.465790586176341.37436486333.89%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140100太原市地级市84470.86994407692.071938727168825.00360561241.41%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140200大同市地级市62969.64995852990.738222605255722.46244525129.98%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140300阳泉市地级市18891.56999269760.70031027595761.97280388335.50%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140400长治市地级市52183.00208808930.645086745240122.17320515129.68%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140500晋城市地级市29148.14999540130.539650639170971.70486927531.65%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140600朔州市地级市50769.04999642190.790561205222692.27980825334.68%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140700晋中市地级市53589.89997958590.559049228285331.87817264129.77%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140800运城市地级市33206.06001811240.409324738229251.44846499528.26%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省140900忻州市地级市53263.199981503710.354211916401021.32819310726.67%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省141000临汾市地级市45654.489331172700.389310901316431.44279901826.98%SVDNB_npp_20121001-20121031_outed_Kriging.tif
140000山西省141100吕梁市地级市72114.159971243840.579770388366231.9690948329.44%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150100呼和浩特市地级市83198.569971052770.790282493270523.07550532225.70%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150200包头市地级市70514.043871724010.409011803212963.31114030212.35%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150300乌海市地级市23189.2200299782.32403487956514.10356043556.63%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150400赤峰市地级市48028.510025547110.086582941319581.5028634465.76%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150500通辽市地级市27044.260013793410.071292742196561.3758781045.18%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150600鄂尔多斯市地级市136022.04065234520.259855804586602.31882101211.21%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150700呼伦贝尔市地级市42230.1799818141070.02327877290111.4556609561.60%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150800巴彦淖尔市地级市33745.299994038590.083557133208991.6146849125.17%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区150900乌兰察布市地级市45581.811833391410.134403719296211.5388343358.73%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区152200兴安盟盟14396.950013705040.038857745114191.2607890363.08%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区152500锡林郭勒盟盟31660.9826312966150.024418183203751.5539132581.57%SVDNB_npp_20121001-20121031_outed_Kriging.tif
150000内蒙古自治区152900阿拉善盟盟18026.5714655760.01229999100411.7952962850.69%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210100沈阳市副省级市155135.71806741.922995142326484.75176764440.47%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210200大连市副省级市124801.2252799991.560034816284594.38529903435.57%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210300鞍山市地级市45337.76511567900.798340643148273.05778411826.11%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210400抚顺市地级市40501.66568703830.575446708117073.45961097416.63%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210500本溪市地级市30213.86001520590.580377265113452.66318730821.79%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210600丹东市地级市23316.92001898300.259567183132471.76016607614.75%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210700锦州市地级市35149.00515620510.566453484172122.04212207527.74%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210800营口市地级市58603.58001325871.798372971135094.33811385141.46%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省210900阜新市地级市17113.90003648920.263728965111771.53117115817.22%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省211000辽阳市地级市41861.18001292581.430760134129633.22928180344.31%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省211100盘锦市地级市42428.81997226021.877215289116693.63602879251.63%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省211200铁岭市地级市23258.43999820660.2834114153911.51117146318.75%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省211300朝阳市地级市32666.029991224060.266866248247201.32144134320.20%SVDNB_npp_20121001-20121031_outed_Kriging.tif
210000辽宁省211400葫芦岛市地级市27676.68996633030.437209768151021.8326506423.86%SVDNB_npp_20121001-20121031_outed_Kriging.tif

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