地理科学 ›› 2013, Vol. 33 ›› Issue (7): 878-883.doi: 10.13249/j.cnki.sgs.2013.07.878
于灵雪1,2(), 张树文1, 卜坤1, 杨久春1, 颜凤芹1,2, 常丽萍1
收稿日期:
2012-12-24
修回日期:
2013-04-07
出版日期:
2013-07-20
发布日期:
2013-06-13
作者简介:
作者简介:于灵雪(1987-),女,山东淄博人,博士研究生,主要研究方向为土地覆被与气候变化研究。E-mail:
基金资助:
Ling-xue YU1,2(), Shu-wen ZHANG1, Kun BU1, Jiu-chun YANG1, Feng-qin YAN1,2, Li-ping CHANG1
Received:
2012-12-24
Revised:
2013-04-07
Online:
2013-07-20
Published:
2013-06-13
摘要:
大范围的雪盖变化是气候变化的指示剂,雪通过其自身的物理性质调节着地气之间的物质与能量循环,还能影响地表径流,调节水文循环,甚至在全球生态系统中发挥着重要的作用,因此建立数据集,实时监测雪盖的变化就变得非常必要。通过阅读大量文献,总结目前应用较为广泛的数据集,主要包括可见光/近红外数据集如NOAA数据集、MODIS数据集,微波数据集如SMMR数据集、AMSR-E数据集,以及多数据源的数据集。分析各种数据集的生成原理和优缺点,对目前雪数据集研究中可能存在的问题进行总结。
中图分类号:
于灵雪, 张树文, 卜坤, 杨久春, 颜凤芹, 常丽萍. 雪数据集研究综述[J]. 地理科学, 2013, 33(7): 878-883.
Ling-xue YU, Shu-wen ZHANG, Kun BU, Jiu-chun YANG, Feng-qin YAN, Li-ping CHANG. A Review on Snow Data Sets[J]. SCIENTIA GEOGRAPHICA SINICA, 2013, 33(7): 878-883.
[1] | Kulkarni A V,P Mathur,B P Rathore,et al.Effect of global warming on snow ablation pattern in the Himalaya[J].Current Science,2002,83(2):120-123. |
[2] | 陈海山,许蓓.欧亚大陆冬季雪深的时空演变特征及其影响因子分析[J].地理科学, 2012,32(2):129-135. |
[3] | Robinson D A,K F Dewey,R R Heim.Global snow cover monitoring-an update[J].Bulletin of the American Meteorological Society,1993,74(9):1689-1696. |
[4] | Frei A,M Tedesco,S Lee,et al.A review of global satellite-derived snow products[J].Advances in Space Research,2012,50(8):1007-1029. |
[5] | Dery S J,R D Brown.Recent Northern Hemisphere snow cover extent trends and implications for the snow-albedo feedback[N].Geophy. Res. Lett. 34(L22504). Doi.10.1029/2007GL031474. |
[6] | Dyer J.Snow depth and streamflow relationships in large North American watersheds[J].Journal of Geophysical Research-Atmospheres,2008,113(D18): 1537-1546. |
[7] | Wania F,J T Hoff,C Q Jia,et al.The effects of snow and ice on the environmental behaviour of hydrophobic organic chemicals[J].Environmental Pollution,1998,102(1):25-41. |
[8] | Jaagus J.The impact of climate change on the snow cover pattern in Estonia[J].Climatic Change,1997,36(1-2):65-77. |
[9] | Cohen J,D Entekhabi.The influence of snow cover on Northern Hemisphere climate variability[J].Atmosphere-Ocean,2001,39(1):35-53. |
[10] | Tait A B,D K Hall,J L Foster,et al.Utilizing multiple datasets for snow-cover mapping[J].Remote Sensing of Environment,2000,72(1):111-126. |
[11] | 裴欢. 基于MODIS数据的北疆积雪信息提取及其应用研究[D].乌鲁木齐:新疆大学,2006. |
[12] | Gao Y,H Xie,N Lu,et al.Toward advanced daily cloud-free snow cover and snow water equivalent products from Terra-Aqua MODIS and Aqua AMSR-E measurements[J].Journal of Hydrology,2010,385(1-4):23-35. |
[13] | 吴雪娇,鲁安新,王丽红,等.基于MODIS的长江源近10年积雪反照率时空分布及动态变化[J].地理科学,2013,33(3):371-377. |
[14] | 郭忠明,王宁练,毛瑞娟,等.基于MODIS反演祁连山七一冰川雪粒径[J].地理科学,2013,33(3):378-384. |
[15] | Romanov P,D Tarpley.Enhanced algorithm for estimating snow depth from geostationary satellites[J].Remote Sensing of Environment,2007,108(1):97-110. |
[16] | Simpson J J,J R Stitt,M Sienko.Improved estimates of the areal extent of snow cover from AVHRR data[J].Journal of Hydrology,1998,204(1-4):1-23. |
[17] | Salomonson V V,I Appel.Estimating fractional snow cover from MODIS using the normalized difference snow index[J].Remote Sensing of Environment,2004,89(3):351-360. |
[18] | Birnie R V.Pixel-mixing Effects and Their Significance to identifying snow condition from landsat MSS data[J].International Journal of Remote Sensing,1986,7(7):845-853. |
[19] | Chokmani K,K Dever,M Bernier,et al.Adaptation of the SNOWMAP algorithm for snow mapping over eastern Canada using Landsat-TM imagery[J].Hydrological Sciences Journal-Journal Des Sciences Hydrologiques,2010,55(4):649-660. |
[20] | Dankers R,S M De Jong.Monitoring snow-cover dynamics in Northern Fennoscandia with SPOT VEGETATION images[J].International Journal of Remote Sensing, 2004,25(15):2933-2949. |
[21] | Mocko D M,G K Walker,Y C Sud.New snow-physics to complement SSiB part II: Effects on soil moisture initialization and simulated surface fluxes, precipitation and hydrology of GEOS II GCM[J].Journal of the Meteorological Society of Japan,1999,77(1B):349-366. |
[22] | Pulliainen J T,J Grandell,M T Hallikainen.HUT snow emission model and its applicability to snow water equivalent retrieval[J].IEEE Transactions on Geoscience and Remote Sensing,1999,37(3):1378-1390. |
[23] | Bartsch A.Ten years of sea winds on QuikSCAT for snow applications[J].Remote Sensing, 2010,2(4):1142-1156. |
[24] | Sirguey P,R Mathieu,Y Arnaud.Subpixel monitoring of the seasonal snow cover with MODIS at 250 m spatial resolution in the Southern Alps of New Zealand: Methodology and accuracy assessment[J].Remote Sensing of Environment,2009,113(1):160-181. |
[25] | Brogioni M,P Pampalon.A theoretical analysis on the sensitivity of microwave emission to snow parameters[C].Microwave Radiometry and Remote Sensing of the Environment, Washington, DC: IEEE Computer Society, 2008:176-179. |
[26] | Ramsay B H.The interactive multisensor snow and ice mapping system[J].Hydrological Processes,1998,12:1537-1546. |
[27] | Homan J W,C H Luce,J P McNamara,et al.Improvement of distributed snowmelt energy balance modeling with MODIS-based NDSI-derived fractional snow-covered area data[J].HydrologicalProcess,2011,25(4):650-660. |
[28] | Liang T,X Huang,C Wu,et al.An application of MODIS data to snow cover monitoring in a pastoral area: A case study in Northern Xinjiang,China[J].Remote Sensing of Environment,2008,112(4):1514-1526. |
[29] | Salomonson V V,I Appel.Estimating fractional snow cover from MODIS using the normalized difference snow index[J].Remote Sensing of Environment,2004,89(3):351-360. |
[30] | Kunzi K F,S Patil,H Rott.Snow-Cover Parameters Retrieved from Nimbus-7 Scanning Multichannel Microwave Radiometer (Smmr) Data[J].IEEE Transactions on Geoscience and RemoteSensing,1982,20(4):452-467. |
[31] | Foster J L,D K Hall,R E J Kelly,et al.Seasonal snow extent and snow mass in South America using SMMR and SSM/I passive microwave data (1979-2006)[J].Remote Sensing of Environment,2009,113(2):291-305. |
[32] | Dai L,T Che,J Wang,et al.Snow depth and snow water equivalent estimation from AMSR-E data based on a priori snow characteristics in Xinjiang, China[J].Remote Sensing of Environment,2012,127:14-29. |
[33] | Hicks B R,Long D G.Diurnal melt detection on Arctic Sea Ice using Tandem QuikSCAT and sea winds data[C].IEEE International Geoscience and Remote Sensing Symposium,Washington, DC: IEEE Computer Society, 2006: 4112-4114. |
[34] | Brown R,C Derksen,L Wang.Assessment of spring snow cover duration variability over northern Canada from satellite datasets[J].Remote Sensing of Environment,2007,111(2-3):367-381. |
[35] | Brasnett B.A global analysis of snow depth for numerical weather prediction[J].Journal of Applied Meteorology,1999,38(6):726-740. |
[36] | Rutter N,D Cline,L Li.Evaluation of the NOHRSC snow model (NSM) in a one-dimensional mode[J].Journal of Hydrometeorology,2008,9(4):695-711. |
[37] | Takala M,K Luojus,J Pulliainen,et al.Estimating northern hemisphere snow water equivalent for climate research through assimilation of space-borne radiometer data and ground-based measurements[J].Remote Sensing of Environment,2011,115(12): 3517-3529. |
[38] | Derksen C.The contribution of AMSR-E 18.7 and 10.7 GHz measurements to improved boreal forest snow water equivalent retrievals[J].Remote Sensing of Environment,2008,112(5):2701-2710. |
[39] | Foster J, L D K Hall, J B Eylander, et al. A blended glabal snow product using visible, passive microwave and scatterometer satellite data[J]. Intemational Journal of Remote Sensing, 2011,32(5):1371-1395. |
[40] | 李金亚,杨秀春,杨斌,等.基于MODIS与AMSRE数据的中国六大牧区草原积雪遥感监测研究[J].地理科学,2011,31(9):1097-1104. |
[41] | Park H,H Yabuki,T Ohata.Analysis of satellite and model datasets for variability and trends in Arctic snow extent and depth,1948-2006[J].Polar Science,2012,6(1):23-37. |
[1] | 冀琴, 董军, 刘睿, 肖作林, 杨太保. 1990-2015年喜马拉雅山冰川变化的遥感监测及动因分析[J]. 地理科学, 2020, 40(3): 486-496. |
[2] | 王万同, 孙汀, 王金霞, 付强, 安传艳. 基于多源遥感数据的区域生态系统服务价值年际动态监测——以中原城市群为例[J]. 地理科学, 2019, 39(4): 680-687. |
[3] | 姚远, 陈曦, 钱静. 定量遥感尺度转换方法研究进展[J]. 地理科学, 2019, 39(3): 367-376. |
[4] | 赵旦, 吴炳方, 曾源, 衣海燕. 2000~2015年中国人工表面变化遥感监测分析[J]. 地理科学, 2019, 39(12): 1982-1989. |
[5] | 宋开山, 杜云霞, 王宗明, 张树文, 张柏, 刘兆礼, 赵凯, 李晓峰, 毛德华, 刘宝江, 刘焕军, 张树清, 李颖. 中国科学院东北地理与农业生态研究所遥感科学与技术研究回顾与展望 ——献给东北地理与农业生态研究所成立60周年[J]. 地理科学, 2018, 38(7): 1023-1031. |
[6] | 何兴元, 任春颖, 陈琳, 王宗明, 郑海峰. 森林生态系统遥感监测技术研究进展[J]. 地理科学, 2018, 38(7): 997-1011. |
[7] | 李飞, 曹可, 赵建华, 宋德瑞. 典型海岸线指标识别与特征研究——以江苏中部海岸为例[J]. 地理科学, 2018, 38(6): 963-971. |
[8] | 尹剑, 欧照凡, 付强, 刘东, 邢贞相. 区域尺度蒸散发遥感估算——反演与数据同化研究进展[J]. 地理科学, 2018, 38(3): 448-456. |
[9] | 徐培罡, 张海青, 王超, 齐岗, 李杰, 吴静阳. 基于多重分割关联子的高分辨率遥感场景分类[J]. 地理科学, 2018, 38(2): 293-299. |
[10] | 孟祥锐, 张树清, 臧淑英. 基于卷积神经网络和高分辨率影像的湿地群落遥感分类——以洪河湿地为例[J]. 地理科学, 2018, 38(11): 1914-1923. |
[11] | 匡文慧. 城市土地利用/覆盖变化与热环境生态调控研究进展与展望[J]. 地理科学, 2018, 38(10): 1643-1652. |
[12] | 冯浩城, 杨青山. 基于遥感数据的建三江垦区城镇用地扩张时空特征及驱动力分析[J]. 地理科学, 2017, 37(8): 1178-1185. |
[13] | 徐涵秋, 张博博, 关华德, 胡秀娟, 陈明华, 付伟. 南方红壤区林下水土流失的遥感判别——以福建省长汀县为例[J]. 地理科学, 2017, 37(8): 1270-1276. |
[14] | 赵海根, 杨胜天, 周旭. 基于数据同化技术的延河流域绿水模拟研究[J]. 地理科学, 2017, 37(7): 1112-1119. |
[15] | 于皓, 张柏, 王宗明, 任春颖, 毛德华, 贾明明. 1990~2015年韩国土地覆被变化及其驱动因素[J]. 地理科学, 2017, 37(11): 1755-1763. |
|