메뉴 건너뛰기




Volumn 76, Issue 2, 2011, Pages 161-168

A calibration method of detecting soil water content based on the information-sharing in wireless sensor network

Author keywords

Calibration; EC 5 sensor; Information sharing; Soil moisture content; Soil salinity; Soil temperature

Indexed keywords

EC-5 SENSOR; INFORMATION-SHARING; SOIL MOISTURE CONTENT; SOIL SALINITY; SOIL TEMPERATURE;

EID: 79955955903     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2011.01.010     Document Type: Article
Times cited : (27)

References (47)
  • 1
    • 0036832930 scopus 로고    scopus 로고
    • Spatial variability of soil temperature under greenhouse conditions
    • Al-Kayssi A.W. Spatial variability of soil temperature under greenhouse conditions. Renewable Energy 2002, 27(3):453-462.
    • (2002) Renewable Energy , vol.27 , Issue.3 , pp. 453-462
    • Al-Kayssi, A.W.1
  • 2
  • 3
    • 0037507242 scopus 로고    scopus 로고
    • Pruning error minimization in least squares support vector machines
    • Bas J., Theo J.A. Pruning error minimization in least squares support vector machines. IEEE Transactions on Neural Networks 2003, 14(3):696-702.
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.3 , pp. 696-702
    • Bas, J.1    Theo, J.A.2
  • 4
    • 0034503288 scopus 로고    scopus 로고
    • Soil material temperature, and salinity effects on calibration of multisensor capacitance probes
    • Baumhardt R.L., Lascano R.J., Evett S.R. Soil material temperature, and salinity effects on calibration of multisensor capacitance probes. Soil Science Society of American Journal 2000, 64:1940-1946.
    • (2000) Soil Science Society of American Journal , vol.64 , pp. 1940-1946
    • Baumhardt, R.L.1    Lascano, R.J.2    Evett, S.R.3
  • 5
    • 34548417701 scopus 로고    scopus 로고
    • Evaluation of a low-cost soil water content sensor for wireless network applications
    • Bogena H.R., Huisman J.A., Oberdörster C., Vereecken H. Evaluation of a low-cost soil water content sensor for wireless network applications. Journal of Hydrology 2007, 344:32-42.
    • (2007) Journal of Hydrology , vol.344 , pp. 32-42
    • Bogena, H.R.1    Huisman, J.A.2    Oberdörster, C.3    Vereecken, H.4
  • 6
    • 57749085354 scopus 로고    scopus 로고
    • Soil moisture temporal stability over experimental areas in Central Italy
    • Brocca L., Melone F., Moramarco T., Morbidelli R. Soil moisture temporal stability over experimental areas in Central Italy. Geoderma 2009, 148:364-374.
    • (2009) Geoderma , vol.148 , pp. 364-374
    • Brocca, L.1    Melone, F.2    Moramarco, T.3    Morbidelli, R.4
  • 7
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J.C. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 1998, 2:121-167.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 9
    • 0032102470 scopus 로고    scopus 로고
    • Evaluation of simple transmission line oscillators for soil moisture measurement
    • Campbell G.S., Anderson R.Y. Evaluation of simple transmission line oscillators for soil moisture measurement. Computers and Electronics in Agriculture 1998, 20:31-44.
    • (1998) Computers and Electronics in Agriculture , vol.20 , pp. 31-44
    • Campbell, G.S.1    Anderson, R.Y.2
  • 10
    • 13844311524 scopus 로고    scopus 로고
    • Characterizing soil spatial variability with apparent soil electrical conductivity I. Survey protocols
    • Corwin D.L., Lesch S.M. Characterizing soil spatial variability with apparent soil electrical conductivity I. Survey protocols. Computers and Electronics in Agriculture 2005, 46:103-133.
    • (2005) Computers and Electronics in Agriculture , vol.46 , pp. 103-133
    • Corwin, D.L.1    Lesch, S.M.2
  • 11
    • 34249753618 scopus 로고
    • Support-vector network
    • Cortes C., Vapnik V. Support-vector network. Machine Learning 1995, 20(3):273-297.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 12
    • 33847025648 scopus 로고    scopus 로고
    • Spatial and temporal patterns of salinity and temperature at an intertidal groundwater seep
    • Dale R.K., Miller D.C. Spatial and temporal patterns of salinity and temperature at an intertidal groundwater seep. Estuarine, Coastal and Shelf Science 2007, 72:283-298.
    • (2007) Estuarine, Coastal and Shelf Science , vol.72 , pp. 283-298
    • Dale, R.K.1    Miller, D.C.2
  • 13
    • 0023477087 scopus 로고
    • Soil moisture measurement by an improved capacitance technique, part I. Sensor design and performance
    • Dean T.J., Bell J.P., Baty A.J.B. Soil moisture measurement by an improved capacitance technique, part I. Sensor design and performance. Journal of Hydrology 1987, 93:67-78.
    • (1987) Journal of Hydrology , vol.93 , pp. 67-78
    • Dean, T.J.1    Bell, J.P.2    Baty, A.J.B.3
  • 15
    • 69249139598 scopus 로고    scopus 로고
    • Adjusting temperature and salinity effects on single capacitance
    • Fares A., Safeeq M., Jenkins D.M. Adjusting temperature and salinity effects on single capacitance. Pedosphere 2009, 19(5):588-596.
    • (2009) Pedosphere , vol.19 , Issue.5 , pp. 588-596
    • Fares, A.1    Safeeq, M.2    Jenkins, D.M.3
  • 16
    • 34547911750 scopus 로고    scopus 로고
    • Automated collection of soil-moisture data with a low-cost microcontroller circuit
    • Fisher D.K. Automated collection of soil-moisture data with a low-cost microcontroller circuit. Applied Engineering in Agriculture 2007, 23(4):493-500.
    • (2007) Applied Engineering in Agriculture , vol.23 , Issue.4 , pp. 493-500
    • Fisher, D.K.1
  • 17
    • 64849117504 scopus 로고    scopus 로고
    • Application of least squares support vector machine for regression to reliability analysis
    • Guo Z.W., Bai G.C. Application of least squares support vector machine for regression to reliability analysis. Chinese Journal of Aeronautics 2009, 22:160-166.
    • (2009) Chinese Journal of Aeronautics , vol.22 , pp. 160-166
    • Guo, Z.W.1    Bai, G.C.2
  • 21
    • 13844315912 scopus 로고    scopus 로고
    • Apparent soil electrical conductivity mapping as an agricultural management tool in arid zone soils
    • Lesch S.M., Corwin D.L., Robinson D.A. Apparent soil electrical conductivity mapping as an agricultural management tool in arid zone soils. Computers and Electronics in Agriculture 2005, 46:351-378.
    • (2005) Computers and Electronics in Agriculture , vol.46 , pp. 351-378
    • Lesch, S.M.1    Corwin, D.L.2    Robinson, D.A.3
  • 22
    • 34047120633 scopus 로고    scopus 로고
    • Delineation of site-specific management zones based on temporal and spatial variability of soil electrical conductivity
    • Li Y., Shi Z., Li F. Delineation of site-specific management zones based on temporal and spatial variability of soil electrical conductivity. Pedosphere 2007, 17(2):156-164.
    • (2007) Pedosphere , vol.17 , Issue.2 , pp. 156-164
    • Li, Y.1    Shi, Z.2    Li, F.3
  • 23
    • 84865486245 scopus 로고
    • Principles of geostatistics
    • Matheron G. Principles of geostatistics. Economic Geology 1963, 58:1246-1266.
    • (1963) Economic Geology , vol.58 , pp. 1246-1266
    • Matheron, G.1
  • 24
    • 33745219732 scopus 로고    scopus 로고
    • Laboratory evaluation of a commercial dielectric soil water sensor
    • Mcmichael B., Lascano R.J. Laboratory evaluation of a commercial dielectric soil water sensor. Vadose Zone Journal 2003, 2:650-654.
    • (2003) Vadose Zone Journal , vol.2 , pp. 650-654
    • Mcmichael, B.1    Lascano, R.J.2
  • 25
    • 61849155682 scopus 로고    scopus 로고
    • Three-phase strategy for the OSD learning method in RBF neural networks
    • Montazer G.A., Sabzevari R., Ghorbani F. Three-phase strategy for the OSD learning method in RBF neural networks. Neurocomputing 2009, 72:1797-1802.
    • (2009) Neurocomputing , vol.72 , pp. 1797-1802
    • Montazer, G.A.1    Sabzevari, R.2    Ghorbani, F.3
  • 26
    • 33847354707 scopus 로고    scopus 로고
    • Calibration and performance of moisture sensors in soilless substrates: ECH2O and theta probes
    • Nemali K.S., Montesano F., Dove S.K., Lersel M.W. Calibration and performance of moisture sensors in soilless substrates: ECH2O and theta probes. Scientia Horticulturae 2007, 112:227-234.
    • (2007) Scientia Horticulturae , vol.112 , pp. 227-234
    • Nemali, K.S.1    Montesano, F.2    Dove, S.K.3    Lersel, M.W.4
  • 27
    • 69249212288 scopus 로고    scopus 로고
    • A normal least squares support vector machine (NLS-SVM) and the fast learning algorithm
    • Peng X., Wang Y. A normal least squares support vector machine (NLS-SVM) and the fast learning algorithm. Neurocomputing 2009, 72:3734-3741.
    • (2009) Neurocomputing , vol.72 , pp. 3734-3741
    • Peng, X.1    Wang, Y.2
  • 28
    • 45849126903 scopus 로고    scopus 로고
    • Spatial variability of soil properties and rice yield along two catenas in Southeast China
    • Rüth B., Lennartz B. Spatial variability of soil properties and rice yield along two catenas in Southeast China. Pedosphere 2008, 18:409-420.
    • (2008) Pedosphere , vol.18 , pp. 409-420
    • Rüth, B.1    Lennartz, B.2
  • 30
    • 1542380979 scopus 로고    scopus 로고
    • Measurement of soil water content with a 50MHZ soil dielectric sensor
    • Seyfried M.S., Murdock M.D. Measurement of soil water content with a 50MHZ soil dielectric sensor. Soil Science Society of American Journal 2004, 68(2):394-403.
    • (2004) Soil Science Society of American Journal , vol.68 , Issue.2 , pp. 394-403
    • Seyfried, M.S.1    Murdock, M.D.2
  • 33
    • 0028978820 scopus 로고
    • Spatial variability of soil salinity at different scales in the mangrove rice agro-ecosystem in West Africa
    • Sylla M., Stein A., van Breemen N., Fresco L.O. Spatial variability of soil salinity at different scales in the mangrove rice agro-ecosystem in West Africa. Agriculture, Ecosystems and Environment 1995, 54:1-15.
    • (1995) Agriculture, Ecosystems and Environment , vol.54 , pp. 1-15
    • Sylla, M.1    Stein, A.2    van Breemen, N.3    Fresco, L.O.4
  • 36
    • 33751085182 scopus 로고    scopus 로고
    • Multi-functional probe for small-scale simultaneous measurements of soil thermal properties, water content, and electrical conductivity
    • Valente A., Morais R., Tuli A., Hopmans J.W., Kluitenberg G.J. Multi-functional probe for small-scale simultaneous measurements of soil thermal properties, water content, and electrical conductivity. Sensors and Actuators A. 2006, 132:70-77.
    • (2006) Sensors and Actuators A. , vol.132 , pp. 70-77
    • Valente, A.1    Morais, R.2    Tuli, A.3    Hopmans, J.W.4    Kluitenberg, G.J.5
  • 37
    • 0032509528 scopus 로고    scopus 로고
    • The effects of sampling design on spatial analysis of contaminated soil
    • Wang X.J., Qi F. The effects of sampling design on spatial analysis of contaminated soil. Science of The Total Environment 1998, 224(1-3):29-41.
    • (1998) Science of The Total Environment , vol.224 , Issue.1-3 , pp. 29-41
    • Wang, X.J.1    Qi, F.2
  • 38
    • 28944436718 scopus 로고    scopus 로고
    • Wireless sensors in agriculture and food industry-recent development and future perspective
    • Wang N., Zhang N., Wang M. Wireless sensors in agriculture and food industry-recent development and future perspective. Computers and Electronics in Agriculture 2006, 50:1-14.
    • (2006) Computers and Electronics in Agriculture , vol.50 , pp. 1-14
    • Wang, N.1    Zhang, N.2    Wang, M.3
  • 40
    • 0032919379 scopus 로고    scopus 로고
    • Temperature effects on soil bulk dielectric perimittivity measured by time domain reflectometry: experimental evidence
    • Wraith J.M., Or D. Temperature effects on soil bulk dielectric perimittivity measured by time domain reflectometry: experimental evidence. Water Resources and Research 1999, 35:361-369.
    • (1999) Water Resources and Research , vol.35 , pp. 361-369
    • Wraith, J.M.1    Or, D.2
  • 41
    • 13844313091 scopus 로고    scopus 로고
    • Spatially characterizing apparent electrical conductivity and water content of surface soils with time domain reflectometry
    • Wraith J.M., Robinson D.A., Jones S.B., Long D.S. Spatially characterizing apparent electrical conductivity and water content of surface soils with time domain reflectometry. Computers and Electronics in Agriculture 2005, 46:239-261.
    • (2005) Computers and Electronics in Agriculture , vol.46 , pp. 239-261
    • Wraith, J.M.1    Robinson, D.A.2    Jones, S.B.3    Long, D.S.4
  • 42
    • 58849120065 scopus 로고    scopus 로고
    • Research in measuring method of soil water content
    • (in Chinese with English abstract)
    • Wu T., Zhang R.B., Feng Y.B. Research in measuring method of soil water content. Journal of Agricultural Mechanization Research. 2007, 12:213-217. (in Chinese with English abstract).
    • (2007) Journal of Agricultural Mechanization Research. , vol.12 , pp. 213-217
    • Wu, T.1    Zhang, R.B.2    Feng, Y.B.3
  • 43
    • 46449122114 scopus 로고    scopus 로고
    • Wireless sensor network survey
    • Yick J., Mukherjee B., Ghosal D. Wireless sensor network survey. Computer Networks 2008, 52(12):2292-2330.
    • (2008) Computer Networks , vol.52 , Issue.12 , pp. 2292-2330
    • Yick, J.1    Mukherjee, B.2    Ghosal, D.3
  • 46
    • 59749104513 scopus 로고    scopus 로고
    • Spatiotemporal changes in soil salinity in a drip-irrigated field
    • Zheng Z., Zhang F., Ma F., Chai X., Zhu Z., Shi J., Zhang S. Spatiotemporal changes in soil salinity in a drip-irrigated field. Geoderma 2009, 149:243-248.
    • (2009) Geoderma , vol.149 , pp. 243-248
    • Zheng, Z.1    Zhang, F.2    Ma, F.3    Chai, X.4    Zhu, Z.5    Shi, J.6    Zhang, S.7
  • 47
    • 53149136167 scopus 로고    scopus 로고
    • Spatial and temporal variability of soil saturated hydraulic conductivity in gradients of disturbance
    • Zimmermann B., Elsenbeer H. Spatial and temporal variability of soil saturated hydraulic conductivity in gradients of disturbance. Journal of Hydrology 2008, 361:78-85.
    • (2008) Journal of Hydrology , vol.361 , pp. 78-85
    • Zimmermann, B.1    Elsenbeer, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.