Radar imagery for precision crop and soil management

被引:0
|
作者
Moran, MS [1 ]
Hymer, DC [1 ]
Qi, JG [1 ]
Kerr, Y [1 ]
机构
[1] USDA ARS, US Water Conservat Lab, Phoenix, AZ 85040 USA
关键词
D O I
暂无
中图分类号
F3 [农业经济];
学科分类号
0202 ; 020205 ; 1203 ;
摘要
Studies during the past 25 yrs have shown that measurements of surface reflectance and temperature (termed optical remote sensing) are useful for monitoring crop and soil conditions. Far less attention has been given to the use of radar imagery, even though Synthetic Aperture Radar (SAR) systems have the advantages of cloud penetration, all-weather coverage, high spatial resolution, day-night acquisitions, and signal independence of the solar illumination angle. In this study, we obtained coincident optical and SAR images of an agricultural area to investigate the use of SAR imagery for precision farm management. Results showed that SAR imagery was sensitive to variations in field tillage, surface soil moisture and vegetation density. The coincident optical images proved useful in interpretation of the response of SAR backscatter to soil and plant conditions.
引用
收藏
页码:1423 / 1434
页数:12
相关论文
共 50 条
  • [41] A framework for registering UAV-based imagery for crop-tracking in Precision Agriculture
    Lopez, Alfonso
    Jurado, Juan M.
    Ogayar, Carlos J.
    Feito, Francisco R.
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 97
  • [42] Neural Network-based Stress Detection in Crop Multispectral Imagery for Precision Agriculture
    Reyes-Hung, Lidices
    Soto, Ismael
    Majumdar, Arun K.
    2024 14TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS AND DIGITAL SIGNAL PROCESSING, CSNDSP 2024, 2024, : 551 - 556
  • [43] A method for crop water status evaluation by thermal imagery for precision viticulture: preliminary results
    Guidoni, S.
    Drory, E.
    Comba, L.
    Biglia, A.
    Aimonino, D. Ricauda
    Gay, P.
    INTERNATIONAL SYMPOSIUM ON PRECISION MANAGEMENT OF ORCHARDS AND VINEYARDS, 2021, 1314 : 83 - 90
  • [44] Rice Crop Counting Using Aerial Imagery and GIS for the Assessment of Soil Health to Increase Crop Yield
    Hassan, Syeda Iqra
    Alam, Muhammad Mansoor
    Zia, Muhammad Yousuf Irfan
    Rashid, Muhammad
    Illahi, Usman
    Su'ud, Mazliham Mohd
    SENSORS, 2022, 22 (21)
  • [45] Magnesium management in the soil-crop system - a crop rotation approach
    Lukowiak, R.
    Grzebisz, W.
    Barlog, P.
    PLANT SOIL AND ENVIRONMENT, 2016, 62 (09) : 395 - 401
  • [46] Soil and Crop Management Practices to Minimize the Impact of Waterlogging on Crop Productivity
    Manik, S. M. Nuruzzaman
    Pengilley, Georgina
    Dean, Geoffrey
    Field, Brian
    Shabala, Sergey
    Zhou, Meixue
    FRONTIERS IN PLANT SCIENCE, 2019, 10
  • [47] Influence of Cover Crop, Tillage, and Crop Rotation Management on Soil Nutrients
    Haruna, Samuel, I
    Nkongolo, Nsalambi, V
    AGRICULTURE-BASEL, 2020, 10 (06): : 1 - 14
  • [48] CROP RESIDUE MANAGEMENT FOR IMPROVED SOIL PRODUCTIVITY
    ELLIOTT, LF
    PAPENDICK, RI
    BIOLOGICAL AGRICULTURE & HORTICULTURE, 1986, 3 (2-3) : 131 - 142
  • [49] Soil Health and Crop Management in Conservation Agriculture
    Thapa, Sushil
    Shah, Ghulam Abbas
    Xue, Qingwu
    AGRONOMY-BASEL, 2024, 14 (10):
  • [50] Sustainable Soil Management and Crop Production Research
    Roussis, Ioannis
    Kakabouki, Ioanna
    SUSTAINABILITY, 2024, 16 (20)