1 |
Zhang Tingjun. Influence of the seasonal snow cover on the ground thermal regime: an overview[J]. Reviews of Geophysics, 2005, 43(4): RG4002.
|
2 |
Sturm M, Holmgren J, McFadden J P, et al. Snow-shrub interactions in Arctic tundra: a hypothesis with climatic implications[J]. Journal of Climate, 2001, 14(3): 336-344.
|
3 |
Robinson D A, Dewey K F, Heim R R. Global snow cover monitoring: an update[J]. Bulletin of the American Meteorological Society, 1993, 74(9): 1689-1696.
|
4 |
König M, Winther J G, Isaksson E. Measuring snow and glacier ice properties from satellite[J]. Reviews of Geophysics, 2001, 39(1): 1-27.
|
5 |
Dozier J, Painter T H. Multispectral and hyperspectral remote sensing of alpine snow properties[J]. Annual Review of Earth and Planetary Sciences, 2004, 32: 465-494.
|
6 |
Hall D K, Benson C S, Field W O. Changes of glaciers in glacier bay, Alaska, using ground and satellite measurements[J]. Physical Geography, 1995, 16(1): 27-41.
|
7 |
Zhao Hongyu, Hao Xiaohua, Zheng Zhaojun, et al. A new algorithm of fractional snow cover basing on FY-3D/MERSI-Ⅱ[J]. Remote Sensing Technology and Application, 2018, 33(6): 1004-1016.
|
|
赵宏宇, 郝晓华, 郑照军, 等. 基于FY-3D/MERSI-Ⅱ的积雪面积比例提取算法[J]. 遥感技术与应用, 2018, 33(6): 1004-1016.
|
8 |
Salomonson V V, Appel I. Development of the Aqua MODIS NDSI fractional snow cover algorithm and validation results[J]. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(7): 1747-1756.
|
9 |
Hao Shirui, Jiang Lingmei, Wang Gongxue, et al. The effect of scale and snow fragmentation on the accuracy of fractional snow cover data over the Tibetan Plateau[C]//2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Fort Worth, TX, USA. Piscataway, NJ: IEEE, 2017: 4250-4253.
|
10 |
Lei Huajin, Li Hongyi, Wang Jian, et al. MODIS fractional snow cover products preparing on Tibetan Plateau based on environmental information and regression model[J]. Remote Sensing Technology and Application, 2020, 35(6): 1303-1311.
|
|
雷华锦, 李弘毅, 王建, 等. 基于环境信息和回归模型的青藏高原MODIS积雪面积比例产品制备[J]. 遥感技术与应用, 2020, 35(6): 1303-1311.
|
11 |
Liston G E. Interrelationships among snow distribution, snowmelt, and snow cover depletion: Implications for atmospheric, hydrologic, and ecologic modeling[J]. Journal of Applied Meteorology, 1999, 38(10): 1474-1487.
|
12 |
Carey C J, Hart S C, Aciego S M, et al. Microbial community structure of subalpine snow in the sierra Nevada, California[J]. Arctic, Antarctic, and Alpine Research, 2016, 48(4): 685-701.
|
13 |
Hao Xiaohua, Wang Jie, Wang Jian, et al. Observations of snow mixed pixel spectral characteristics using a ground-based spectral radiometer and comparing with unmixing algorithms[J]. Spectroscopy and Spectral Analysis, 2012, 32(10): 2753-2758.
|
|
郝晓华, 王杰, 王建, 等. 积雪混合像元光谱特征观测及解混方法比较[J]. 光谱学与光谱分析, 2012, 32(10): 2753-2758.
|
14 |
Barton J S, Hall D K, Riggs G A. Remote sensing of fractional snow cover using Moderate Resolution Imaging Spectroradiometer (MODIS) data[C]// Proceedings of the 57th Eastern Snow Conference. 2000: 171-183.
|
15 |
Kaufman Y J, Kleidman R G, Hall D K, et al. Remote sensing of subpixel snow cover using 0.66 and 2.1 μm channels[J]. Geophysical Research Letters, 2002, 29(16): 28-1.
|
16 |
Salomonson V V, Appel I. Estimating fractional snow cover from MODIS using the normalized difference snow index[J]. Remote Sensing of Environment, 2004, 89(3): 351-360.
|
17 |
Painter T H, Rittger K, McKenzie C, et al. Retrieval of subpixel snow covered area, grain size, and albedo from MODIS[J]. Remote Sensing of Environment, 2009, 113(4): 868-879.
|
18 |
Shi Jiancheng. An automatic algorithm on estimating sub-pixel snow cover from modis[J]. Quaternary Sciences, 2012, 32(1): 6-15.
|
|
施建成. MODIS亚像元积雪覆盖反演算法研究——纪念杰出的地理学家、冰川学家施雅风先生逝世一周年[J]. 第四纪研究, 2012, 32(1): 6-15.
|
19 |
Zhao Hongyu, Hao Xiaohua, Wang Jian, et al. The spatial-spectral-environmental extraction endmember algorithm and application in the MODIS fractional snow cover retrieval[J]. Remote Sensing, 2020, 12(22): 3693.
|
20 |
Dobreva I D, Klein A G. Fractional snow cover mapping through artificial neural network analysis of MODIS surface reflectance[J]. Remote Sensing of Environment, 2011, 115(12): 3355-3366.
|
21 |
Czyzowska-Wisniewski E H, van Leeuwen W J D, Hirschboeck K K, et al. Fractional snow cover estimation in complex alpine-forested environments using an artificial neural network[J]. Remote Sensing of Environment, 2015, 156: 403-417.
|
22 |
Hou Jinliang, Huang Chunlin. An application of ANN for mountainous snow cover fraction mapping with MODIS and ancillary topographic data[C]//2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS. Melbourne, VIC, Australia. Piscataway, NJ: IEEE, 2013: 1186-1189.
|
23 |
Hou Jinliang, Huang Chunlin. Improving mountainous snow cover fraction mapping via artificial neural networks combined with MODIS and ancillary topographic data[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(9): 5601-5611.
|
24 |
Liang Hui, Huang Xiaodong, Sun Yanhua, et al. Fractional snow-cover mapping based on MODIS and UAV data over the Tibetan Plateau[J]. Remote Sensing, 2017, 9(12): 1332.
|
25 |
Du Xu, Feng Jingyu, Shaoqing Lü, et al. PM2.5 concentration prediction model based on random forest regression analysis[J]. Telecommunications Science, 2017, 33(7): 66-75.
|
|
杜续, 冯景瑜, 吕少卿, 等. 基于随机森林回归分析的PM2.5浓度预测模型[J]. 电信科学, 2017, 33(7): 66-75.
|
26 |
Liu Changyu, Huang Xiaodong, Li Xubing, et al. MODIS fractional snow cover mapping using machine learning technology in a mountainous area[J]. Remote Sensing, 2020, 12(6): 962.
|
27 |
Liang Hui. Fractional snow-cover mapping based on MODIS data over the Tibetan Plateau[D]. Lanzhou: Lanzhou University, 2019.
|
|
梁慧. 青藏高原MODIS积雪面积比例制图算法研究[D]. 兰州: 兰州大学, 2019.
|
28 |
Zhao Hongyu. Long time series of cloud-free fractional snow cover products in China[D]. Beijing: University of Chinese Academy of Sciences, 2020.
|
|
赵宏宇. 中国区域长时间序列积雪面积比例产品的制备[D]. 北京: 中国科学院大学, 2020.
|
29 |
Sulla-Menashe D, Friedl M A. User guide to collection 6 MODIS land cover (MCD12Q1 and MCD12C1) product[J]. USGS: Reston, VA, USA, 2018: 1-18.
|
30 |
Wang Xiaoyan, Chen Siyong, Wang Jian. An adaptive snow identification algorithm in the forests of northeast China[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 5211-5222.
|
31 |
Breiman L. Random forests[J]. Machine Learning, 2001, 45(1): 5-32.
|
32 |
Breiman L. Bagging predictors[J]. Machine Learning, 1996, 24(2): 123-140.
|
33 |
Tyralis H, Papacharalampous G, Tantanee S. How to explain and predict the shape parameter of the generalized extreme value distribution of streamflow extremes using a big dataset[J]. Journal of Hydrology, 2019, 574: 628-645.
|
34 |
Kokhanovsky A A, Zege E P. Scattering optics of snow[J]. Applied Optics, 2004, 43(7): 1589.
|
35 |
Hao Xiaohua, Wang Jie, Wang Jian, et al. The measurement and retrieval of the spectral reflectance of different snow grain size on northern Xinjiang, China[J]. Spectroscopy and Spectral Analysis, 2013, 33(1): 190-195.
|
|
郝晓华, 王杰, 王建, 等. 北疆地区不同雪粒径光谱特征观测及反演研究[J]. 光谱学与光谱分析, 2013, 33(1): 190-195.
|
36 |
Hall D K, Kelly R E J, Riggs G A, et al. Assessment of the relative accuracy of hemispheric-scale snow-cover maps[J]. Annals of Glaciology, 2002, 34: 24-30.
|