Acta Geodaetica et Cartographica Sinica ›› 2024, Vol. 53 ›› Issue (8): 1480-1492.doi: 10.11947/j.AGCS.2024.20230324
• The Geographical Cognition of Spatio-temporal Big Data • Previous Articles Next Articles
Received:
2023-08-07
Published:
2024-09-25
Contact:
Limin JIAO
E-mail:jialee@whu.edu.cn;lmjiao@whu.edu.cn
About author:
LI Jia (1997—), male, PhD candidate, majors in land use and sustainable development. E-mail: jialee@whu.edu.cn
Supported by:
CLC Number:
Jia LI, Limin JIAO. Refined accounting and spatio-temporal characteristics of land use carbon budget[J]. Acta Geodaetica et Cartographica Sinica, 2024, 53(8): 1480-1492.
Tab.1
Data types and sources"
数据类型 | 数据条目 | 来源 |
---|---|---|
地理数据 | 夜间灯光遥感数据(1000 m) | 国家青藏高原科学数据中心产品[ |
土地利用类型数据(30 m) | CLCD土地利用覆被数据产品[ | |
行政边界数据 | 国家基础地理信息中心( | |
Landscan人口空间分布数据(1000 m) | 美国橡树岭国家实验室( | |
水稻种植空间分布数据(500 m) 作物种植制度空间分布数据(500 m) | 水稻种植数据和作物种植制度数据产品[ | |
畜禽养殖空间分布数据(约1000 m) | 文献[ | |
植被净初级生产力NPP数据(500 m) | MODIS NPP产品MOD17 A3HGF.v006[ | |
陆地生态系统碳储量数据(500 m) | 地下1 m土壤碳储量数据产品[ | |
生态空间分区数据(500 m) | 中国科学院资源环境科学与数据中心 | |
统计数据 | 能源消耗数据 | CEADs数据库( |
工业产品、废弃物数据 农用物资、畜禽养殖数据 GDP、常住人口数等经济社会数据 | 中国统计年鉴、中国工业统计年鉴、中国城市统计年鉴、中国农村统计年鉴、各省市统计年鉴 |
[1] | 赵荣钦, 黄贤金, 揣小伟. 中国土地利用碳排放的研究误区和未来趋向[J]. 中国土地科学, 2016, 30(12): 83-92. |
ZHAO Rongqin, HUANG Xianjin, CHUAI Xiaowei. Misunderstandings and future trends of researches on land use carbon emissions in China[J]. China Land Science, 2016, 30(12): 83-92. | |
[2] | 范建双, 虞晓芬, 周琳. 南京市土地利用结构碳排放效率增长及其空间相关性[J]. 地理研究, 2018, 37(11): 2177-2192. |
FAN Jianshuang, YU Xiaofen, ZHOU Lin. Carbon emission efficiency growth of land use structure and its spatial correlation: a case study of Nanjing city[J]. Geographical Research, 2018, 37(11): 2177-2192. | |
[3] | 吉雪强, 刘慧敏, 张跃松. 中国省际土地利用碳排放空间关联网络结构演化及驱动因素[J]. 经济地理, 2023, 43(2): 190-200. |
JI Xueqiang, LIU Huimin, ZHANG Yuesong. Spatiotemporal evolution and driving factors of spatial correlation network structure of China's land-use carbon emission[J]. Economic Geography, 2023, 43(2): 190-200. | |
[4] | 封雅静, 翟亮, 桑会勇, 等. 基于精细单元碳收支核算及变化分类方法[J]. 地球信息科学学报, 2023, 25(3): 468-478. |
FENG Yajing, ZHAI Liang, SANG Huiyong, et al. Carbon budget accounting and change classification based on fine units[J]. Journal of Geo-information Science, 2023, 25(3): 468-478. | |
[5] | LI Jia, JIAO Limin, LI Fenghang, et al. Spatial disequilibrium and influencing factors of carbon emission intensity of construction land in China[J]. Journal of Cleaner Production, 2023, 396: 136464. |
[6] | 杨绪红, 金晓斌, 刘晶, 等. 土地利用碳排放核算系统设计与实现[J]. 测绘通报, 2019(4): 54-59. |
YANG Xuhong, JIN Xiaobin, LIU Jing, et al. Design and implementation of system estimating carbon emission induced by land use/cover change[J]. Bulletin of Surveying and Mapping, 2019(4): 54-59. | |
[7] | XIAO Yu, AN Kai, YANG Yang, et al. Forest carbon storage trends along altitudinal gradients in Beijing, China[J]. Journal of Resources and Ecology, 2014, 5(2): 148-156. |
[8] | 王孟杰, 王艳军, 李少春, 等. 融合多源遥感数据的长株潭城市群碳排放时空差异分析[J]. 测绘通报, 2023(1): 65-70. |
WANG Mengjie, WANG Yanjun, LI Shaochun, et al. Spatio-temporal difference analysis of carbon emissions in Chang-Zhu-Tan urban agglomeration based on multi-source remote sensing data[J]. Bulletin of Surveying and Mapping, 2023(1): 65-70. | |
[9] | 易丹, 欧名豪, 郭杰, 等. 土地利用碳排放及低碳优化研究进展与趋势展望[J]. 资源科学, 2022, 44(8): 1545-1559. |
YI Dan, OU Minghao, GUO Jie, et al. Progress and prospect of research on land use carbon emissions and low-carbon optimization[J]. Resources Science, 2022, 44(8): 1545-1559. | |
[10] | LI Zhe, SUN Zhiyu, CHEN Yongbo, et al. The net GHG emissions of the China Three Gorges Reservoir: I. pre-impoundment GHG inventories and carbon balance[J]. Journal of Cleaner Production, 2020, 256: 120635. |
[11] | 武爱彬, 赵艳霞, 郭小平, 等. 基于土地利用和夜间灯光数据的京津冀区域碳排放时空分异研究[J]. 地理与地理信息科学, 2022, 38(6): 36-42. |
WU Aibin, ZHAO Yanxia, GUO Xiaoping, et al. Spatio-temporal differentiation of carbon emissions in the Beijing-Tianjin-Hebei region based on land use and nighttime light data[J]. Geography and Geo-Information Science, 2022, 38(6): 36-42. | |
[12] | 曹霸, 凌成星. 基于GF-1遥感数据的若尔盖高寒沼泽湿地地上生物量与土壤有机碳密度估算[J]. 遥感技术与应用, 2021, 36(1): 229-236. |
CAO Ba, LING Chengxing. Estimation of aboveground biomass and soil organic carbon density of Zoige alpine wetland based on GF-1 remote sensing data[J]. Remote Sensing Technology and Application, 2021, 36(1): 229-236. | |
[13] | 唐志鹏, 于浩杰, 陈明星, 等. 基于函数极值条件下的中国碳达峰碳中和情景分析[J]. 自然资源学报, 2022, 37(5): 1247-1260. |
TANG Zhipeng, YU Haojie, CHEN Mingxing, et al. The scenario analysis of China's carbon emission peak and carbon neutrality based on extremum condition of function[J]. Journal of Natural Resources, 2022, 37(5): 1247-1260. | |
[14] | 李璐, 夏秋月, 董捷, 等. 武汉城市圈县域空间横向碳生态补偿研究:基于土地利用碳收支差异[J]. 生态学报, 2023, 43(7): 2627-2639. |
LI Lu, XIA Qiuyue, DONG Jie, et al. County-level carbon ecological compensation of Wuhan urban agglomeration under carbon neutrality target: based on the difference in land use carbon budget[J]. Acta Ecologica Sinica, 2023, 43(7): 2627-2639. | |
[15] | 李缘缘, 魏伟, 周俊菊, 等. 中国土地利用碳排放变化及协调分区[J]. 环境科学, 2023, 44(3): 1267-1276. |
LI Yuanyuan, WEI Wei, ZHOU Junju, et al. Changes in land use carbon emissions and coordinated zoning in China[J]. Environmental Science, 2023, 44(3): 1267-1276. | |
[16] | 冯薇, 赵荣钦, 谢志祥, 等. 碳中和目标下土地利用碳排放效率及其时空格局:以黄河流域72个地级市为例[J]. 中国土地科学, 2023, 37(1): 102-113. |
FENG Wei, ZHAO Rongqin, XIE Zhixiang, et al. Land use carbon emission efficiency and its spatial-temporal pattern under carbon neutral target: a case study of 72 cities in the Yellow River Basin[J]. China Land Science, 2023, 37(1): 102-113. | |
[17] | 周玄德, 窦文章, 詹庆明, 等. 基于县域单元的湖北省碳排放时空格局演变特征[J]. 测绘通报, 2022(11): 149-156. |
ZHOU Xuande, DOU Wenzhang, ZHAN Qingming, et al. Spatio-temporal patterns of carbon emissions in Hubei province based on county level[J]. Bulletin of Surveying and Mapping, 2022(11): 149-156. | |
[18] | 刘耀林, 刘启亮, 邓敏, 等. 地理大数据挖掘研究进展与挑战[J]. 测绘学报, 2022, 51(7): 1544-1560. DOI: 10.11947/j.AGCS.2022.20220068. |
LIU Yaolin, LIU Qiliang, DENG Min, et al. Recent advance and challenge in geospatial big data mining[J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(7): 1544-1560. DOI: 10.11947/j.AGCS.2022.20220068. | |
[19] | 张兵, 杨晓梅, 高连如, 等. 遥感大数据智能解译的地理学认知模型与方法[J]. 测绘学报, 2022, 51(7): 1398-1415. DOI: 10.11947/j.AGCS.2022.20220279. |
ZHANG Bing, YANG Xiaomei, GAO Lianru, et al. Geo-cognitive models and methods for intelligent interpretation of remotely sensed big data[J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(7): 1398-1415. DOI: 10.11947/j.AGCS.2022.20220279. | |
[20] | ZHANG Junxiang, LI Peiran, ZHANG Haoran, et al. Investigation on the relationship between population density and satellite image features——a deep learning based approach[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(4): 50-58. |
[21] | QIN Kun, LIN Hui, YUE Yang, et al. Spatial humanities and geo-computation for social sciences: advances and applications[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 1-6. |
[22] | 方精云, 郭兆迪, 朴世龙, 等. 1981—2000年中国陆地植被碳汇的估算[J]. 中国科学(D辑:地球科学), 2007(6): 804-812. |
FANG Jingyun, GUO Zhaodi, PIAO Shilong, et al. Estimation of carbon sinks in terrestrial vegetation in China from 1981 to 2000[J]. Scientia Sinica(Terrae), 2007(6): 804-812. | |
[23] | 张立贤, 任浙豪, 陈斌, 等. 中国长时间序列逐年人造夜间灯光数据集(1984—2020)[DB/OL]. [2023-07-20]. https://doi.org/10.11888/Socioeco.tpdc.271202. https://cstr.cn/18406.11.Socioeco.tpdc.271202. |
ZHANG Lixian, REN Zhehao, CHEN Bin, et al. Long time series year-by-year artificial nighttime light dataset in China (1984—2020) [DB/OL]. [2023-07-20]. https://doi.org/10.11888/Socioeco.tpdc.271202. https://cstr.cn/18406.11.Socioeco.tpdc.271202. | |
[24] | YANG Jie, HUANG Xin. The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019[J]. Earth System Science Data, 2021, 13(8): 3907-3925. |
[25] | HAN Jichong, ZHANG Zhao, LUO Yuchuan, et al. Annual paddy rice planting area and cropping intensity datasets and their dynamics in the Asian monsoon region from 2000 to 2020[J]. Agricultural Systems, 2022, 200: 103437. |
[26] | CHENG Mingjin, QUAN Jiawei, YIN Jiaheng, et al. High-resolution maps of intensive and extensive livestock production in China[J]. Resources, Environment and Sustainability, 2023, 12: 100104. |
[27] | RUNNING S, ZHAO M. MOD17A3HGF MODIS/Terra net primary production gap-filled yearly L4 global 500 m SIN grid V006 [DB/OL]. [2022-12-23]. https://doi.org/10.5067/MODIS/MOD17A3HGF.006. |
[28] | XU Li, YU Guirui, HE Nianpeng, et al. Carbon storage in China's terrestrial ecosystems: a synthesis[J]. Scientific Reports, 2018, 8(1): 2806. |
[29] | SHAN Yuli, GUAN Yuru, HANG Ye, et al. City-level emission peak and drivers in China[J]. Science Bulletin, 2022, 67(18): 1910-1920. |
[30] | LIU Zhu, GUAN Dabo, WEI Wei, et al. Reduced carbon emission estimates from fossil fuel combustion and cement production in China[J]. Nature, 2015, 524(7565): 335-338. |
[31] | WANG Haikun, LU Xi, DENG Yu, et al. China's CO2 peak before 2030 implied from characteristics and growth of cities[J]. Nature Sustainability, 2019, 2(8): 748-754. |
[32] | SHAN Yuli, LIU Jianghua, LIU Zhu, et al. An emissions-socioeconomic inventory of Chinese cities[J]. Scientific Data, 2019, 6: 190027. |
[33] | 蔡博峰, 刘春兰, 陈操操, 等. 城市温室气体清单研究[M]. 北京: 化学工业出版社, 2009. |
CAI Bofeng, LIU Chunlan, CHEN Caocao. City's greenhouse gas(GHG) emission inventory research[M]. Beijing: Chemical Industry Press, 2009. | |
[34] | 赵荣钦, 黄贤金, 彭补拙. 南京城市系统碳循环与碳平衡分析[J]. 地理学报, 2012, 67(6): 758-770. |
ZHAO Rongqin, HUANG Xianjin, PENG Buzhuo. Research on carbon cycle and carbon balance of Nanjing urban system[J]. Acta Geographica Sinica, 2012, 67(6): 758-770. | |
[35] | 顾张锋, 徐丽华, 马淇蔚, 等. 浙江省都市区碳排放时空演变及其影响因素[J]. 自然资源学报, 2022, 37(6): 1524-1539. |
GU Zhangfeng, XU Lihua, MA Qiwei, et al. Spatio-temporal evolution of carbon emissions in metropolitan areas and its influencing factors: a case study of Zhejiang province[J]. Journal of Natural Resources, 2022, 37(6): 1524-1539. | |
[36] | 闵继胜, 胡浩. 中国农业生产温室气体排放量的测算[J]. 中国人口·资源与环境, 2012, 22(7): 21-27. |
MIN Jisheng, HU Hao. Calculation of greenhouse gases emission from agricultural production in China[J]. China Population, Resources and Environment, 2012, 22(7): 21-27. | |
[37] | 胡向东, 王济民. 中国畜禽温室气体排放量估算[J]. 农业工程学报, 2010, 26(10): 247-252. |
HU Xiangdong, WANG Jimin. Estimation of livestock greenhouse gases discharge in China[J]. Transactions of the Chinese Society of Agricultural Engineering, 2010, 26(10): 247-252. |
[1] | Haiyan GU, Yi YANG, Haitao LI, Lijian SUN, Shaopeng DING, Shiqi LIU. Dynamic construction of high-resolution remote sensing image sample datasets and intelligent interpretation applications [J]. Acta Geodaetica et Cartographica Sinica, 2024, 53(6): 1165-1179. |
[2] | JIANG Baode, HANG Wei, XU Shaofen, WU Yong. Multi-scale building instance refinement extraction from remote sensing images by fusing with decentralized adaptive attention mechanism [J]. Acta Geodaetica et Cartographica Sinica, 2023, 52(9): 1504-1514. |
[3] | JIANG Guangwei, WANG Panlong, GUO Chunxi, WANG Bin, YANG Yuanxi. Short-term GNSS network solution and performance in large height difference region with tropospheric delay constraint [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(11): 2255-2264. |
[4] | GONG Danchao, HAN Yilong, HUANG Xu. Global refinement of building boundary with line feature constraints for stereo dense image matching [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(6): 833-846. |
[5] | LIU Huanling, WEN Hanjiang, XU Xinyu, ZHAO Yongqi, CAI Jianqing. Torus approach in high degree gravity field model determination from GOCE satellite gradiometry observations [J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(8): 965-973. |
[6] | DENG Fei, CHEN Xin, YAN Qingsong, QU Yingjie. Variational refinement of mesh with line constraint for photogrammetry [J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(4): 469-479. |
[7] | ZHU Yan, YAN Qingsong, QU Yingjie, CHEN Xin, DENG Fei. View selection strategy for photo-consistency refinement [J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(11): 1463-1472. |
[8] | ZHANG Chunsen, ZHANG Mengmeng, GUO Bingxuan. Refinement of the 3D Mesh Model Driven by the Image Information [J]. Acta Geodaetica et Cartographica Sinica, 2018, 47(7): 959-967. |
[9] | LIU Chen, LIU Changjian, FENG Xu, XU Lingfeng, DU Ying. Klobuchar-like Ionospheric Model for Different Scales Areas [J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(S2): 54-63. |
[10] | GENG Hongyi, GONG Zhihui, GAO Chao, YANG Jianfeng, TANG Ke. On-orbit Geometric Parameters Refinement of Mapping Satellite-1 Triple Line Array Camera [J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(3): 282-290. |
[11] | . A Method of DEM Mapping Facilitated External DEM with High Resolution InSAR Data in Complex Terrain Area [J]. Acta Geodaetica et Cartographica Sinica, 2011, 40(4): 0-441. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||