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張金區(qū): 男,，山東人,，博士后,，副教授,，碩士生導(dǎo)師,。2006年7月畢業(yè)于中國(guó)科學(xué)院廣州地化所, 同時(shí)獲得 “優(yōu)秀畢業(yè)生”榮譽(yù)稱號(hào),，之后在華南師范大學(xué)計(jì)算機(jī)學(xué)院任教,。2009年7月至2012年7月在中國(guó)科學(xué)院地理科學(xué)與資源研究所做博士后研究,，合作導(dǎo)師孫九林院士。2018年11月至2019年11月在威斯康星大學(xué)麥迪遜分校做訪問(wèn)學(xué)者,。2008年入選廣東省“千百十人才工程”校級(jí)培養(yǎng)計(jì)劃,， 2015年1月獲地理信息科技進(jìn)步一等獎(jiǎng)，2016年2月獲廣東省科學(xué)技術(shù)二等獎(jiǎng),。主要講授程序設(shè)計(jì)基礎(chǔ),、面向?qū)ο蟪绦蛟O(shè)計(jì)、程序設(shè)計(jì)實(shí)驗(yàn)等本科課程和科技文獻(xiàn)閱讀與寫(xiě)作等研究生課程,。曾獲華南師范大學(xué)課堂教學(xué)質(zhì)量?jī)?yōu)秀獎(jiǎng),、華南師范大學(xué)第一屆青年教師教學(xué)大賽一等獎(jiǎng)、廣東省第四屆高校青年教師教學(xué)大賽優(yōu)秀獎(jiǎng)等獎(jiǎng)項(xiàng),。目前主要研究領(lǐng)域?yàn)榭臻g數(shù)據(jù)處理,，機(jī)器學(xué)習(xí)和人工智能在空間數(shù)據(jù)中的模擬、預(yù)測(cè)及應(yīng)用,。已累計(jì)發(fā)表論文50余篇,，授權(quán)發(fā)明專利5項(xiàng)，計(jì)算機(jī)軟件著作權(quán)10項(xiàng),。作為負(fù)責(zé)人先后主持了國(guó)家863計(jì)劃項(xiàng)目子課題“基于Flash的空間信息發(fā)布與專題可視化表達(dá)”（項(xiàng)目編號(hào)2006AA06A306）,、中國(guó)博士后科學(xué)基金“面向服務(wù)的地學(xué)多源數(shù)據(jù)統(tǒng)計(jì)分析及其可視化表達(dá)方法研究”（項(xiàng)目編號(hào)：20090460505）,、廣東省自然科學(xué)基金“動(dòng)態(tài)地圖符號(hào)描述模型研究”(項(xiàng)目編號(hào)S2013010014097),、廣東省科技計(jì)劃項(xiàng)目“基于O2O模式的新一代科普作品研發(fā)——以認(rèn)識(shí)動(dòng)物App作品開(kāi)發(fā)為例”（項(xiàng)目編號(hào)：2014A070711020）、國(guó)家科技基礎(chǔ)條件建設(shè)平臺(tái)子課題“數(shù)據(jù)管理與共享中的可視化解決方案及其數(shù)據(jù)網(wǎng)格的構(gòu)建方法研究”(項(xiàng)目編號(hào)2006DKA32300),、國(guó)家高分專項(xiàng)應(yīng)用共性關(guān)鍵技術(shù)項(xiàng)目“基于GF-5衛(wèi)星等數(shù)據(jù)的空間數(shù)據(jù)融合同化與城市環(huán)境變化監(jiān)測(cè)技術(shù)”(項(xiàng)目編號(hào)：11-Y20A40-9002-15/17)等科研項(xiàng)目實(shí)施,。
主要研究方向：
（1）空間數(shù)據(jù)處理、分析與模擬
（2）機(jī)器學(xué)習(xí)與人工智能應(yīng)用
2024年指導(dǎo)詹夢(mèng)純 梁玥 王萌 何育霏 宋婉盈作品《九章神州行》獲(第17屆)中國(guó)大學(xué)生計(jì)算機(jī)設(shè)計(jì)大賽國(guó)賽三等獎(jiǎng),，省賽一等獎(jiǎng)。
2020年指導(dǎo)高峻峰,，成員：黃皓朗,、林贛宏,、譚靖雯《肺音特征提取及分類識(shí)別軟件開(kāi)發(fā)》,，華南師范大學(xué)學(xué)生課外科研一般課題,。
2018年指導(dǎo)鄭招良，成員：鄒國(guó)瀚,、羅劍釧《基于VR技術(shù)的動(dòng)漫人物立體實(shí)現(xiàn)》,，2018年校級(jí)大學(xué)生創(chuàng)新創(chuàng)業(yè)訓(xùn)練計(jì)劃項(xiàng)目
2017年,，指導(dǎo)學(xué)生劉明遠(yuǎn),、周東宜參加第九屆廣東省大學(xué)生數(shù)字圖像圖形創(chuàng)作大賽,。
2024:
Yiqi Yao, Jinqu Zhang, Ping Du and Shuyu Dong. A Galaxy Image Augmentation Method Based on Few-shot Learning and Generative Adversarial Networks. Research in Astronomy and Astrophysics, Volume 24, Number 3, 035015.
ZHANG Jin-qu, LING Yu, DU Ping, LI Xiang-ru, LI Hui. Ensemble Feature Selection Method for Single Pulse Classification, Chinese Astronomy and Astrophysics, 2024, 48(1): 84-99.
Min, Zhiwei and Xiao, Xu and Ding, Jiacheng and Xiao, Liang and Jiang, Jie and Wu, Donglin and Lin, Qiufan and Wang, Yang and Liu, Shuai and Chen, Zhixin and Li, Xiangru and Zhang, Jinqu and Zhang, Le and Li, Xiao-Dong. Deep learning for cosmological parameter inference from a dark matter halo density field, Phys. Rev. D, 2024, 110(6): 063531.
2023:
Jiang, Jie; Zhang, Jinqu*; Li, Xiangru; Li, Hui; Du, Ping. Galaxy Morphology Classification Using a Semi-Supervised Learning Algorithm Based on Dynamic Threshold. Research in Astronomy and Astrophysics, 2023.
Jinqu Zhang et al. Modelling urban expansion with cellular automata supported by urban growth intensity over time, Annals of GIS, 2023. https://doi.org/10.1080/19475683.2023.2181393
Xiaohua Ma, Xiangru Li, Ali Luo, Jinqu Zhang, Hui Li, Galaxy image classification using hierarchical data learning with weighted sampling and label smoothing, Monthly Notices of the Royal Astronomical Society, Volume 519, Issue 3, March 2023, Pages 4765–4779
Jinqu Zhang, Lang Qian, Shu Wang, Yunqiang Zhu, Zhenji Gao, Hailong Yu & Weirong Li (2023) A Levenshtein distance-based method for word segmentation in corpus augmentation of geoscience texts, Annals of GIS, DOI: 10.1080/19475683.2023.2165543
張金區(qū) 凌 毓 李鄉(xiāng)儒 李 慧 吳東霖. 面向單脈沖信號(hào)分類的集成特征選擇與評(píng)價(jià), 天文學(xué)報(bào), 2023
2022:
凌毓 張金區(qū)* 李鄉(xiāng)儒 李慧，XGBoost的單脈沖信號(hào)識(shí)別方法研究,，天文研究與技術(shù)，2022
李慧, 丁雨君, 李鄉(xiāng)儒, 張金區(qū),，射頻干擾檢測(cè)的SumThreshold算法,，天文學(xué)報(bào)，2022
Donglin Wu, Jinqu Zhang, Xiangru Li and Hui Li. A Lightweight Deep Learning Framework for Galaxy Morphology Classification, Research in Astronomy and Astrophysics, Volume 22, Number 11, 115011
2021:
歐建榮,，熊孝天，錢朗,，張金區(qū)*. BP神經(jīng)網(wǎng)絡(luò)在重建多光譜遙感影像波段中的應(yīng)用. 計(jì)算機(jī)與數(shù)字工程 2021 Vol. 49 (10): 2107-2112
Hongyun Zeng, Zhiqiang Xie, Jinqu Zhang, Yunqiang Zhu, Fei Zhao, Shouquan Yang & Xiaoqin Zhao (2021): A methodology for producing realistic hill-shading map based on shaded relief map, digital orthophotographic map fusion and IHS transformation, Annals of GIS, DOI: 10.1080/19475683.2021.1921026
Cheng, Q.; Zhu, Y.; Zeng, H.; Song, J.; Wang, S.; Zhang, J.; Qian, L.; Qi, Y. A Method for Identifying Geospatial Data Sharing Websites by Combining Multi-Source Semantic Information and Machine Learning. Appl. Sci. 2021, 11, 8705. https://doi.org/10.3390/app11188705
2020：
Jinqu Zhang, Yu Ling, A-Xing Zhu, Hongyun Zeng, Jia Song, Yunqiang Zhu & Lang Qian (2020) Incorporation of spatial anisotropy in urban expansion modelling with cellular automata, International Journal of Geographical Information Science, DOI: 10.1080/13658816.2020.1852475（SCITop）
2019：
魯玉佳,張金區(qū)*.基于PlantFactory的三維植物生長(zhǎng)動(dòng)畫(huà)可視化研究[J].現(xiàn)代計(jì)算機(jī),2019(15):52-55.
Yujia Lu, Ping Du, Xiaotian Xiong, Lang Qian, Jianrong Ou, Jinqu Zhang*,，A Heart Rate Calculation Method Based on Dynamic Rectangular Window Interception，Journal of Physics: Conf. Series 1168 (2019) 022038 IOP Publishing doi:10.1088/1742-6596/1168/2/022038 （EI）
2018：
張金區(qū)*,熊孝天,諸云強(qiáng),歐建榮,錢朗,魯玉佳.信息技術(shù)推動(dòng)地學(xué)研究變革與創(chuàng)新[J].全球變化數(shù)據(jù)學(xué)報(bào)(中英文),2018,2(03):357-361.
2017：
曹陽(yáng),李慧,張金區(qū),王興芳.基于形成性評(píng)價(jià)的程序開(kāi)發(fā)作業(yè)設(shè)計(jì)與實(shí)踐[J].計(jì)算機(jī)教育,2017(08):113-116.
王興芳,張金區(qū),曹陽(yáng),李慧,沈映珊.計(jì)算機(jī)網(wǎng)絡(luò)課程的自頂向下教學(xué)[J].計(jì)算機(jī)教育,2017(11):87-90.
張肖霞,杜平,陳杭,魯玉佳,張金區(qū)*.基于約束規(guī)則的科技基礎(chǔ)性數(shù)據(jù)質(zhì)量審查模型研究與實(shí)現(xiàn)[J].中國(guó)科技資源導(dǎo)刊,2017,49(05):60-67.
岑運(yùn)池,葉云,張波,張金區(qū).基于云服務(wù)的農(nóng)業(yè)專業(yè)鎮(zhèn)信息服務(wù)平臺(tái)設(shè)計(jì)與實(shí)現(xiàn)[J].湖北農(nóng)業(yè)科學(xué),2017,56(03):565-569.
Shifeng Fang, Yunqiang Zhu, Lida Xu, Jinqu Zhang, Peiji Zhou, Kan Luo & Jie Yang (2017) An integrated system for land resources supervision based on the IoT and cloud computing, Enterprise Information Systems, 11:1, 105-121, DOI: 10.1080/17517575.2015.1086816 （SCI）
Yunqiang Zhu, A-Xing Zhu, Min Feng, Jia Song, Hongwei Zhao, Jie Yang, Qiuyi Zhang, Kai Sun, Jinqu Zhang & Ling Yao (2017) A similarity-based automatic data recommendation approach for geographic models, International Journal of Geographical Information Science, 31:7, 1403-1424, DOI: 10.1080/13658816.2017.1300805 （SCITop）
2016：
李慧,張金區(qū)*,曹陽(yáng),王興芳.端元可變非線性混合像元分解模型[J].測(cè)繪學(xué)報(bào),2016,45(01):80-86.
Li Hui, Zhang Jinqu (*), Cao Yang, Wang Xingfang. Nonlinear spectral unmixing for optimizing per-pixel endmember sets,，Cehui Xuebao/Acta Geodaetica et Cartographica Sinica，2016,，45(1):80~86.(EI)
Jinqu Zhang, Yunqiang Zhu, Fenglei Fan. Mapping and evaluation of landscape ecological status using geographic indices extracted from remote sensing imagery of the Pearl River Delta, China, between 1998 and 2008. Environmental Earth Science (2016.2) 75(4):327-338. DOI 10.1007/s12665-015-5158-0 （SCI）
2015：
曹陽(yáng),張金區(qū),王興芳,李慧.項(xiàng)目教學(xué)在非計(jì)算機(jī)專業(yè)高級(jí)語(yǔ)言程序設(shè)計(jì)課程中的應(yīng)用[J].中國(guó)教育技術(shù)裝備,2015(02):98-100.
Jinqu Zhang, Yunqiang Zhu, A method based on graphic entity for visualizing complex map symbols on the web, Cartography and Geographic Information Science, Volume 42, Issue 1, January 2015, pages 44-53. DOI: 10.1080/15230406.2014.981586 (SSCI) 42(1):44-53
M. Li, X.H. Yang, Q.W. Chen, G. Li, Y. Cao, J.Q. Zhang, *, H, Li. Comparative study on visualizing vector graphics in WebGIS applications with SVG and Flash technologies. the 2015 International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2015) , doi:10.2991/aiie-15.2015.80 (EI)
2014:
葉云,張金區(qū)*,陳玉瓊,薛月菊,陳代標(biāo),劉振華,鐘偉雄.廣東省特色農(nóng)產(chǎn)品網(wǎng)絡(luò)服務(wù)平臺(tái)框架設(shè)計(jì)與實(shí)現(xiàn)[J].廣東農(nóng)業(yè)科學(xué),2014,41(20):173-177.
諸云強(qiáng),宋佳,潘鵬,張金區(qū),趙慧,杜佳 地學(xué)數(shù)據(jù)共享發(fā)展現(xiàn)狀、問(wèn)題與對(duì)策研究. 中國(guó)科技資源導(dǎo)刊,2014(4)
2013：
張鳴之,諸云強(qiáng),羅德利,喻孟良,曾青石,張金區(qū),羅侃,王勇.地質(zhì)環(huán)境數(shù)據(jù)集成服務(wù)及其系統(tǒng)實(shí)現(xiàn)[J].中國(guó)地質(zhì)災(zāi)害與防治學(xué)報(bào),2013,24(03):84-89.
諸云強(qiáng),孫九林,馮敏,宋佳,苗茹,潘鵬,張金區(qū),楊雅萍.論地學(xué)科研信息化環(huán)境[J].中國(guó)科學(xué)院院刊,2013,28(04):501-510.
2012：
張金區(qū),王開(kāi)泳,王云鵬.面向統(tǒng)計(jì)數(shù)據(jù)的三位一體可視化關(guān)聯(lián)分析[J].計(jì)算機(jī)工程,2012,38(03):258-260+264.
諸云強(qiáng),宋佳,馮敏,王卷樂(lè),杜佳,張金區(qū),劉潤(rùn)達(dá) 地球系統(tǒng)科學(xué)數(shù)據(jù)共享軟件研究與發(fā)展. 中國(guó)科技資源導(dǎo)刊,2012(6)
Yuyue Xu, Jiulin Sun, Jinqu Zhang, Yong Xu, Mingwu Zhang and Xiuying Liao, 2012, Combining AHP with GIS in synthetic evaluation of environmental suitability for living in China's 35 major cities. International Journal of Geographical Information Science, 26(9): 1603-1623.（SCITop)
2011：
尹芳,諸云強(qiáng),張金區(qū),馮敏.科學(xué)考察空間數(shù)據(jù)WebGIS信息發(fā)布及可視化研究[J].計(jì)算機(jī)工程與設(shè)計(jì),2011,32(07):2336-2339.
宋佳,馮敏,張金區(qū),尹芳.地學(xué)領(lǐng)域數(shù)據(jù)網(wǎng)格的構(gòu)建與其應(yīng)用案例分析[J].地球信息科學(xué)學(xué)報(bào),2011,13(03):338-345.
宋佳,馮敏,張金區(qū),尹芳.人地系統(tǒng)科學(xué)數(shù)據(jù)網(wǎng)格[J].科研信息化技術(shù)與應(yīng)用,2011,2(02):82-89.
劉睿,孫九林,張金區(qū),王卷樂(lè),廖秀英.中國(guó)北方草地覆被的HJ星NDVI校正研究[J].草業(yè)學(xué)報(bào),2011,20(01):189-198.
諸云強(qiáng),孫九林,宋佳,張金區(qū),馮敏,尹芳,杜佳,曹俊.地學(xué)e-Science研究與實(shí)踐——以東北亞聯(lián)合科學(xué)考察與合作研究平臺(tái)構(gòu)建為例[J].地球科學(xué)進(jìn)展,2011,26(01):66-74.
王卷樂(lè),孫九林,楊雅萍,宋佳,諸云強(qiáng),朱華忠,樂(lè)夏芳,張金區(qū) 973計(jì)劃資源環(huán)境領(lǐng)域項(xiàng)目數(shù)據(jù)匯交實(shí)踐與思考. 中國(guó)科技資源導(dǎo)刊,2011,43(3)
Jinqu Zhang, YunQiang Zhu, Juanle Wang, Jiulin Sun, Yuyue Xu, Flash based WebGIS System and its Application in Monitoring and Evaluating China Regional Development, International Journal of Digital Content Technology and its Applications. Volume 5, Number 5, May 2011, 285-295 (EI)
ZHANG Jinqu, A Software to Convert ESRI Shapefile to Flash SWF Format and Its Extended Application. Key Engineering Materials Volume 480-481, 2011, 758-762. (EI)
ZHANG Jinqu A time-series Analysis of Land Surface Temperature in Macao. Applied Mechanics and Materials 2011. Vols. 58-60 pp 1119-1123 (EI)
2010：
張金區(qū),諸云強(qiáng),王卷樂(lè),宋佳,孫九林.FlashGIS中交互式動(dòng)態(tài)符號(hào)化配置方法研究[J].計(jì)算機(jī)工程與應(yīng)用,2010,46(35):61-64.
張金區(qū),傅夏蓮,姚舒芬.虛擬化學(xué)實(shí)驗(yàn)平臺(tái)的設(shè)計(jì)方法與開(kāi)發(fā)方案[J].中國(guó)教育信息化,2010(21):46-48.
張金區(qū),諸云強(qiáng),王卷樂(lè),宋佳,孫九林.面向服務(wù)的地學(xué)多源數(shù)據(jù)虛擬整合及其可視化分析[J].地球信息科學(xué)學(xué)報(bào),2010,12(05):613-619.
張金區(qū),王云鵬.構(gòu)建WebGIS系統(tǒng)的Flash解決方法[J].計(jì)算機(jī)工程與應(yīng)用,2010,46(17):63-65+100.
Jinqu Zhang, Visualization of geospatial data based on flash technology and its application in socio-economic data, Geoscience and Remote Sensing (IITA-GRS), 2010 Second IITA International Conference on (Volume:2 ) (EI)
2008：
張金區(qū).多媒體交互式課件中關(guān)鍵的Flash技術(shù)與方法[J].計(jì)算機(jī)教育,2008(14):102-103+94.
Jinqu Zhang, Yunpeng Wang, Study of the Relationships between the Spatial Extent of SurfaceUrban Heat Islands and Urban Characteristic Factors Based onLandsat ETM+ Data, Sensors,2008,Vol.8(11),7453-7468. (SCI）
2007：
王云鵬; 陳多福; 宋之光; 張金區(qū); 付小東; 田靜, 遙感識(shí)別滲漏系統(tǒng)在海表面形成的油漬異常機(jī)理和方法. 廣東省,中國(guó)科學(xué)院廣州地球化學(xué)研究所,2007-11-26. （成果應(yīng)用）
張金區(qū),宋任芳,馬慧敏.DNA片段的質(zhì)譜試驗(yàn)中各相關(guān)因素的影響分析[J].分析測(cè)試學(xué)報(bào),2007(05):667-670.
張金區(qū).廣州市地表溫度的空間分布與變化特征分析[J].科技資訊,2007(19):5-6.
張金區(qū),杜平.稀土數(shù)值型數(shù)據(jù)庫(kù)系統(tǒng)的開(kāi)發(fā)應(yīng)用[J].現(xiàn)代計(jì)算機(jī)(專業(yè)版),2007(06):94-96.
Jinqu Zhang, Yunpeng Wang, Zhishi Wang, Change Analysis of Land Surface Temperature Based on Robust Statistics in the Estuarine Area of Pearl River (China) from 1990 to 2000 by Landsat TM/ETM+ Data. Internatioanl Journal of Remote Sensing. Vol.28, No.10,, 2383–2390,2007.(SCI)
Jinqu Zhang, Yan Li, Yunpeng Wang,Monitoring the urban heat island and the spatial expansion: using thermal remote sensing image of ETM+band6, Proceedings of SPIE, 08/2007; DOI: 10.1117/12.760725 (EI)
2006:
付小東,張金區(qū),王云鵬,田靜.基于網(wǎng)格與GIS的油氣資源空間分布與定量評(píng)價(jià)系統(tǒng)及其應(yīng)用[J].地質(zhì)科技情報(bào),2006(05):69-74.
張金區(qū),湯世華,王云鵬.MapInfo中元胞自動(dòng)機(jī)集成開(kāi)發(fā)方案及其應(yīng)用[J].計(jì)算機(jī)工程與應(yīng)用,2006(13):200-202+212.
付小東,張金區(qū),王云鵬.基于ArcIMS的中國(guó)天然氣信息系統(tǒng)及初步應(yīng)用[J].天然氣地球科學(xué),2006(01):137-142.
Jinqu Zhang, Yunpeng Wang. , A pixel-based method to calculate the urban compactness and its preliminary application. , Internatioanl Journal of Remote Sensing, 2006. Vol.27(24): 5435–5442. (SCI)
Jinqu Zhang, Yunpeng Wang, Yan Li. A C++ program for retrieving land surface temperature from the data of Landsat TM/ETM+ band6. , Computers & Geosciences, 2006. 5月, Vol.32(10), 1796-1805 . (SCI)
2005:
張金區(qū),王云鵬.PHP對(duì)數(shù)據(jù)庫(kù)的訪問(wèn)技術(shù)及執(zhí)行效率的比較[J].計(jì)算機(jī)工程與應(yīng)用,2005(09):167-170.
張金區(qū),王云鵬.中國(guó)礦床數(shù)據(jù)庫(kù)系統(tǒng)的建設(shè)及初步應(yīng)用[J].東華理工學(xué)院學(xué)報(bào),2004(03):225-229.
Scholat.com/zhangjinqu
廣州市天河區(qū)中山大道西55號(hào)華南師范大學(xué)計(jì)算機(jī)學(xué)院
