Citation: | Wang Xiangfeng, Meng Jihua. Mapping soil organic matter content in field using HJ-1 satellite image[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2014, 30(8): 101-108. DOI: 10.3969/j.issn.1002-6819.2014.08.012 |
[1] |
Sleutel S, De Neve S, Hofman G. Assessing causes ofrecent organic carbon losses from cropland soils by means of regional-scaled input balances for the case of Flanders[J]. Nutrient Cycling in Agroecosystems, 2007, 78(3): 265-78.
|
[2] |
Lal R. Managing soils for a warming earth in a food‐insecure and energy‐starved world[J]. Journal of Plant Nutrition and Soil Science, 2010, 173(1): 4-15.
|
[3] |
Robert P C, Rust R H, Larson W E. Use of row-placed fertilizer with corn for the management of the effects of field P and K variability[C]//Proceedings of Workshop on Site-Specific Management for Agriculture Systems, Minneapolis :Madison, 1995. 475-483.
|
[4] |
Nielsen D R, Wendroth O, Parlange M B. Opportunities for examining on-farm soil variability[C]//Site-Specific Management for Agricultural Systems. American Society of Agronomy, Crop Science Society of America, Soil Science Society of America, 1995 (sitespecificman). 95-132.
|
[5] |
Chang C W, Laird D A, Mausbach M J, et al. Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties[J]. Soil Science Society of America Journal. 2001, 65(2): 480-90.
|
[6] |
蒙继华,吴炳方,杜鑫,等. 遥感在精准农业中的应用进展及展望[J]. 国土资源遥感,2011,23(3):1-7.Meng Jihua,Wu Bingfang, Du Xin, et al. A review and outlook of applying remote sensing to precision agriculture[J]. Remote Sensing for Land and Resources, 2011, 23(3): 1-7. (in Chinese with English abstract)
|
[7] |
Adamchuk V I, Hummel J W, Morgan M T, et al. On-the-go soil sensors for precision agriculture[J]. Computers and Electronics in Agriculture, 2004, 44(1): 71-91.
|
[8] |
Moran M S, Inoue Y, Barnes E M. Opportunities and limitations for image-based remote sensing in precision crop management[J]. Remote Sensing of Environment, 1997, 61(3): 319-346.
|
[9] |
Stevens A, Van W B, Vandenschrick G, et al. Detection of carbon stock change in agricultural soils using spectroscopic techniques[J]. Soil Science Society of America Journal, 2006, 70(3): 844-850.
|
[10] |
Kerry R, Oliver M A, Frogbrook Z L. Sampling in precision agriculture[M]//Geostatistical Applications for Precision Agriculture. Netherlands: Springer, 2010. 35-63.
|
[11] |
李德仁. 摄影测量与遥感的现状及发展趋势[J]. 武汉测绘科技大学学报,2000,25(1):1-5.Li Deren. Towards photogrammetry and remote sensing: status and future development[J]. Journal of Wuhan Technical University of Surveying and Mapping, 2000, 25(1): 1-5. (in Chinese with English abstract)
|
[12] |
Malley D, Martin P, Ben-Dor E. Application in analysis of soils[J]. Near-infrared Spectroscopy in Agriculture. 2004, 44(nearinfraredspe): 729-784.
|
[13] |
Ben-Dor E, Goldshlager N, Benyamini Y, et al. Soil crusting and infiltration processes as monitored by soil reflectance spectroscopy in the SWIR region[J]. Remote Sensing of Environment Journal. 2002, 23(19): 3909-3920.
|
[14] |
Shepherd K D, Walsh M G. Development of reflectance spectral libraries for characterization of soil properties[J]. Soil Science Society of America Journal, 2002, 66(3): 988-998.
|
[15] |
Nanni M R, Demattê JAM. Spectral reflectance methodology in comparison to traditional soil analysis[J]. Soil Science Society of America Journal. 2006, 70(2): 393-407.
|
[16] |
Ben-Dor E, Chabrillat S, Demattê J, et al. Using imaging spectroscopy to study soil properties[J]. Remote Sensing of Environment. 2009, 113: 38-55.
|
[17] |
Xie H T, Yang X M, Drury C F, et al. Predicting soil organic carbon and total nitrogen using mid-and near-infrared spectra for brookston clay loam soil in southwestern Ontario, Canada[J]. Canadian Journal of Soil Science, 2011, 91(1): 53-63.
|
[18] |
张娟娟,田永超,姚霞,等. 基于高光谱的土壤全氮含量估测[J]. 自然资源学报,2011,26(5):881-890.Zhang Juanjuan, Tian Yongchao, Yao Xia, et al. Estimating soil total nitrogen content based on hyperspectral analysis technology[J]. Journal of Natural Resources, 2011, 26(5): 881-890. (in Chinese with English abstract)
|
[19] |
Yang H, Kuang B, Mouazen A M. Quantitative analysis of soil nitrogen and carbon at a farm scale using visible and near infrared spectroscopy coupled with wavelength reduction[J]. European Journal of Soil Science, 2012, 63(3): 410-420.
|
[20] |
张娟娟,田永超,姚霞,等. 同时估测土壤全氮、机质和速效氮含量的光谱指数研究[J]. 土壤学报,2012,49(1):50-59.Zhang Juanjuan, Tian Yongchao, Yao Xia, et al. The spectral index for estimating soil OM, TM and AN content simultaneously using near-infrared spectroscopy[J]. Acta Pedologica Sinica, 2012, 49(1): 50-59. (in Chinese with English abstract)
|
[21] |
Sinfield J V, Fagerman D, Colic O. Evaluation of sensing technologies for on-the-go detection of macro-nutrients in cultivated soils[J]. Computers and Electronics in Agriculture, 2010, 70(1): 1-18.
|
[22] |
徐明星,周生路,丁卫,等. 苏北沿海滩涂地区土壤有机质含量的高光谱预测[J]. 农业工程学报,2011,27(2):219-223.Xu Mingxing, Zhou Shenglu, Ding Wei, et al. Hyperspectral reflectance models for predicting soil organic matter content in coastal tidal land area, northern Jiangsu[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2011, 27(2): 219-223. (in Chinese with English abstract)
|
[23] |
卢艳丽,白由路,王磊,等. 黑土土壤中全氮含量的高光谱预测分析[J]. 农业工程学报,2010,26(1):256-261.Lu Yanli, Bai Youlu, Wang Lei, et al. Determination for total nitrogen content in black soil using hyperspectral data[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(1): 256-261. (in Chinese with English abstract)
|
[24] |
彭玉魁,卢恩双. 土壤水分, 有机质和总氮含量的近红外光谱分析研究[J]. 土壤学报,1998,35(4):553-559.Peng Yukui, Lu Enshuang. Analysis of soil moisture, organic matter and total nitrogen content in loess in China with near infrared spectroscopy[J]. Acta Pedologica Sinica, 1998, 35(4): 553-559. (in Chinese with English abstract)
|
[25] |
张素梅,王宗明,张柏,等. 利用地形和遥感数据预测土 壤养分空间分布[J]. 农业工程学报,2010,26(5):188-194.Zhang Sumei, Wang Zongming, Zhang Bai, et al. Prediction of spatial distribution of soil nutrients using terrain attributes and remote sensing data[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(5): 188-194. (in Chinese with English abstract)
|
[26] |
Hbirkou C, P?tzold S, Mahlein A K, et al. Airborne hyperspectral imaging of spatial soil organic carbon heterogeneity at the field-scale[J]. Geoderma, 2012, 175: 21-28.
|
[27] |
Lu P, Wang L, Niu Z, et al. Prediction of soil properties using laboratory VIS-NIR spectroscopy and Hyperion imagery[J]. Journal of Geochemical Exploration, 2013, 132: 26-33.
|
[28] |
王小攀,郑晓坡,刘福江,等. 高光谱遥感土壤有机质含量信息提取与分析[J]. 地理空间信息,2012,10(5):75-78.Wang Xiaopan, Zheng Xiaopo, Liu Fujiang, et al. Analysis and extraction soil organic matter information based on hyperspectral remote sensing[J]. Geospatial Information, 2012, 10(5): 75-78. (in Chinese with English abstract)
|
[29] |
刘焕军,张新乐,郑树峰,等. 黑土有机质含量野外高光谱预测模型[J]. 光谱学与光谱分析,2010,30(12): 3355-3358.Liu Huanjun, Zhang Xinyue, Zheng Shufeng, et al. Black soil organic matter predicting model based on field hyperspectral reflectance[J]. Spectroscopy and Spectral Analysis, 2010, 30(12): 3355-3358. (in Chinese with English abstract)
|
[30] |
刘焕军,张柏,刘殿伟,等. 基于反射率模拟模型的黑土有机质含量估测[J]. 光谱学与光谱分析,2008,28(12):2947-2950.Liu Huanjun, Zhang Bai, Liu Dianwei, et al. Black soil organic matter content prediction based on reflectance simulation models[J]. Spectroscopy and Spectral Analysis, 2008, 28(12): 2947-2950. (in Chinese with English abstract)
|
[1] | HAN Haibin, GONG Yashuang. Spatial spillover effects of digital rural construction on carbon emissions from agriculture[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2025, 41(1): 298-307. DOI: 10.11975/j.issn.1002-6819.202408173 |
[2] | Guo Jing, Long Huiling, He Jin, Mei Xin, Yang Guijun. Predicting soil organic matter contents in cultivated land using Google Earth Engine and machine learning[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2022, 38(18): 130-137. DOI: 10.11975/j.issn.1002-6819.2022.18.014 |
[3] | Wang Qiong, Chen Bing, Wang Fangyong, Song Qingping, Dou Zhongjiang, Dai Jianguo, Xiao Chunhua, Yang Xiuchun. Inversion for spatial distribution pattern of soil organic matter based on HJ image in oasis cotton field[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2016, 32(1): 174-180. DOI: 10.11975/j.issn.1002-6819.2016.01.024 |
[4] | Xu Jianbo, Zhao Kai, Zhao Zhizhong, Xiao Zhifeng, Zhong Defu. Estimation of near-surface air temperature from HJ-1B satellite data in Northwest China[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2013, 29(22): 145-153. DOI: 10.3969/j.issn.1002-6819.2013.22.017 |
[5] | Su Xiaohui, Zhang Xiaodong, Su Wei, Sun Zhongping, You Daian. Quality evaluation and usability analysis of CCD image in life extension period for HJ-1 satellite[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2012, 28(12): 164-170. |
[6] | Chen Xueyang, Meng Jihua, Wu Bingfang, Zhu Jianjun, Du Xin, Zhang Feifei, Niu Liming. Monitoring corn FPAR based on HJ-1 CCD[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(13): 241-245. |
[7] | Construction of digital breeding platform for breeding pig[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2010, 26(4): 215-219. |
[8] | Zhou Guoxiang, Zhou Jun, Miao Yubin, Liu Chengliang. Development and application on GSM-based monitoring system for digital agriculture[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2005, 21(6): 87-91. |
[9] | Wu Jianhua, Zhang Xu, Jia Jinxia. Application of TC-30 Digital Water-level Monitoring Transmitter in Agricultural Water Conservancy Project[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2002, 18(1): 67-69. |
[10] | Yu Xinwen, Shen Zuorui. Segmentation Technology for Digital Image of Insects[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2001, 17(3): 137-141. |