Spectroscopy and Spectral Analysis, Volume. 42, Issue 5, 1620(2022)

Comparison of Machine Learning Algorithms for Remote Sensing Monitoring of Rice Yields

Xia JING1、1;, Jie ZHANG1、1; 2;, Jiao-jiao WANG2、2;, Shi-kang MING2、2;, You-qiang FU3、3;, Hai-kuan FENG2、2;, and Xiao-yu SONG2、2; *;
Author Affiliations
  • 11. School of Surveying and Mapping Science and Technology, Xi'an University of Science and Technology, Xi'an 710054, China
  • 22. Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100094, China
  • 33. Rice Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China
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    References(9)

    [3] Liu X D, Sun Q H[D]. International Journal of Pest Management, 62, 205(2016).

    [6] Ikeura H, Kawamura K, Phongchanmaixay S et al[D]. Remote Sensing, 10, 1249(2018).

    [8] Bennett K P, Parrado-Hernández E[D]. Journal of Machine Learning Research, 7, 1265(2006).

    [9] Busato P, Liakos K G, Moshou D[D]. Sensors, 18, 2674(2018).

    [10] Bao Y, Mi C, Wu N et al[D]. Applied Sciences, 9, 4119(2019).

    [12] Curran P J, Dungan J L, Macler B A et al[D]. Remote Sensing of Environment, 39, 153(1992).

    [14] Bahrami H A, Davari M, Karimi S A et al[D]. CATENA, 197, 104987(2021).

    [15] Bona E, de Oliveira J F, dos Santos F R et al[D]. Spectrochimica Acta Part B: Atomic Spectroscopy, 175, 106016(2021).

    [16] Assaf A G, Tasiopoulos A, Tsionas M[D]. Tourism Management, 71, 1(2019).

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    Xia JING, Jie ZHANG, Jiao-jiao WANG, Shi-kang MING, You-qiang FU, Hai-kuan FENG, Xiao-yu SONG. Comparison of Machine Learning Algorithms for Remote Sensing Monitoring of Rice Yields[J]. Spectroscopy and Spectral Analysis, 2022, 42(5): 1620

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    Paper Information

    Category: Research Articles

    Received: Sep. 30, 2021

    Accepted: --

    Published Online: Nov. 10, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)05-1620-08

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