Articles

USING A WIRELESS SENSOR NETWORK TO DETERMINE CLIMATE HETEROGENEITY OF A GREENHOUSE ENVIRONMENT

Article number
1037_67
Pages
539 – 546
Language
English
Abstract
One of the main targets of a greenhouse control system is to generate a uniform climate environment, which has obvious economic advantages, due to homogenous crop, lesser diseases and the potential energy saving.
By using a dense wireless sensor network, the spatial distribution of climate parameters and thus the uniformity of greenhouse environment can be determined.
This information can be used by the growers to detect cold and wet spots in greenhouse environment and to adjust their climate control system.
In this study, the horizontal climate heterogeneity of the greenhouse environment is analysed.
Six experiments were performed in commercial greenhouses observing the micro-climate with 100 wireless sensors under different conditions and for different crops.
From the data the spatial and temporal distribution of air temperature T and relative humidity RH was obtained.
Instantaneous spatial differences varied up to ±5°C for T and ±20% for RH, depending on location, time of day and season.
Significant differences of ±2°C for T and ±12.5% for RH, while averaging data over longer periods (5 days), have been observed.
Further research is needed to investigate the way the information regarding the spatial and temporal distribution of climatic parameters can be integrated in the control systems and finally to quantify the energy saving potential.

Publication
Authors
J. Balendonck, A.A. Sapounas, F. Kempkes, E.A. van Os, R. van der Schoor, B.A.J. van Tuijl, L.C.P. Keizer
Keywords
relative humidity; air temperature; geostatistical methods; microclimate
Full text
Online Articles (152)
L.F.M. Marcelis | F. Buwalda | J.A. Dieleman | T.A. Dueck | A. Elings | A. de Gelder | S. Hemming | F.L.K. Kempkes | T. Li | F. van Noort | P.H.B. de Visser
S. Hemming | S.L. Speetjens | D. Wang | J.R. Tsay
E.G.O.N. Janssen | L.T. Baart de la Faille | W.J.A. Lohman
Y. Ishigami | E. Goto | M. Watanabe | T. Takahashi | L. Okushima
Il-Hwan Seo | In-Bok Lee | Kyeong-Seok Kwon | Se-Joon Park
S. Hemming | H.F. de Zwart | G.L.A.M. Swinkels | H.J.J. Janssen
F. van der Helm | P. van Weel | J. Steenhuizen | F. de Zwart | A. de Gelder
F.J. Baptista | D. Briassoulis | C. Stanghellini | L.L. Silva | A.T. Balafoutis | A. Meyer-Aurich | A. Mistriotis
C.-T. Lin | Y. Ishigami | S. Hikosaka | E. Goto | C.-J. Ting | C.-C. Cheng
J.P. Moon | S.H. Lee | G.C. Kang | J.K. Kwon | Y.K. Kang | S.J. Lee | C.K. Kim | Y. Cho
Youngjung Kim | Siyoung Lee | Jonggoo Kim | Donghyeon Kang | Honggi Choi
Jong Gil Jeon | Yee Paek | Ill Hwan Cho | Hyung Kwon Kim | Namkyu Yun | Dong Geon Lee
V.D. Ngo | D.K. Ryu | S.W. Kang | S.O. Chung | S.U. Park | S.J. Kim | J.T. Park
A. Ito | H. Shimizu | R. Hiroki | H. Nakashima | J. Miyasaka | K. Ohdoi
E. Goto | Y. Ishigami | K. Kimura | K. Arai | K. Kashima | H. Nakajima | S. Maruyama
S. Hayashi | S. Yamamoto | S. Saito | Y. Ochiai | S. Tsubota | H. Inazumi
A. Ruíz-García | I.L. López-Cruz | A. Ramírez-Arias | E. Rico-Garcia
Ningyi Zhang | Lu Lin | Wenwen Li | Jingqing Shao | Yanbao Zhou | Gang Li | Weihong Luo
Doo-Gyung Moon | Kye-Man Cho | Chun-Hwan Kim | Ki-Cheol Seong | Daneil Son | Myeng-Whan Cho | In-Ho Yu | Hee-Ryong Ryu | Ill-Hwan Cho
C. Cirillo | R. Caputo | G. Raimondi | S. De Pascale
H.J. Kim | P. Singleton | J. Lichty | A. Kawabata
R. Salazar | L. Miranda | U. Schmidt | A. Rojano | I. Lopez
D.K. Ryu | S.W. Kang | V.D. Ngo | S.O. Chung | J.M. Choi | S.U. Park | S.J. Kim
J. Hanssens | T. De Swaef | K. Steppe | D. Pinxteren | H. Marien | L. Wittemans | J. Desmedt
M. Teitel | M. Garcia-Teruel | H. Alon | S. Gantz | J. Tanny | I. Esquira | M. Sofer | A. Levi | A. Schwartz | A. Antler
Chenwen Zhu | P. Unachak | J.R. Llera | D.B. Knoester | E.S. Runkle | Lihong Xu | E.D. Goodman
G. Vox | I. Blanco | G. Scarascia Mugnozza | E. Schettini | C. Bibbiani | C. Viola | C.A. Campiotti
J. Balendonck | A.A. Sapounas | F. Kempkes | E.A. van Os | R. van der Schoor | B.A.J. van Tuijl | L.C.P. Keizer
Y. Iwasaki | D. Ahn | S. Matsuo | H. Umeda | K. Yasuba | A. Nakano | M. Takaichi
N. Rigakis | N. Katsoulas | P. Belitsiotis | C. Kittas | T. Bartzanas
A. Rojano | R. Salazar | J. Flores | I. López | F. Rojano | T. Espinosa | U. Schmidt | I. Schuhe | L. Trujillo
S. Yamamoto | S. Hayashi | S. Saitoh | Y. Ochiai | S. Tsubota | Y. Takeshima | K. Imou | K. Saga
Dae Hyun Jung | Hak-Jin Kim | Won Kyung Kim | Gyeong Lee Choi | Chang Ik Kang
K. Takayama | R. Hirota | N. Takahashi | H. Nishina | S. Arima | K. Yamamoto | Y. Sakai | H. Okada
C. Marx | M. Schultz | K. Schymik | A. Krüger | T. Ripken | T. Rath
Hyo Gil Choi | Joon Kook Kwon | Kyoung Sub Park | Sun Yi Lee | B. Khoshimkhujaev | Nam Jun Kang | Byoung Yong Moon
H. Kurosaki | H. Ohmori | H. Hamamoto | Y. Iwasaki
H.S. Doo | H.J. Bae | S.J. Kim | S.I. Jeong | Y.J. Shin | C.H. Chung | T.H. Kwon | J.Y. Park | C.H. Hong
Sun Yi Lee | Joon Kook Kwon | Kyoung Sub Park | Hyo Gil Choi
N. Gruyer | M. Dorais | C. Bastien | N. Dassylva | G. Triffault-Bouchet
E.G. Choi | B.O. Jin | C.H. Kim | M.H. Kim | G.Y. Baek | B.E. Moon | S.Y. Lee | H.T. Kim
Daniel Son | Ki Cheol Seong | Chun Hwan Kim | Seong Cheol Kim | Chan Kyu Lim
E.G. Choi | C.H. Kim | G.Y. Beak | M.H. Kim | H.T. Kim | D.E. Kim | Y.C. Yoon
Y. Liao | Y. Takai | A. Kato | K. Suzuki | D. Zhuang | R. Ogasawara | T. Shimazu | E. Kawamoto | H. Fukui
R. Hiroki | H. Shimizu | A. Ito | H. Nakashima | J. Miyasaka | K. Ohdoi
G. Vox | E. Schettini | G. Scarascia Mugnozza | L. Tarricone | L. de Palma
G. Santagata | M. Malinconico | B. Immirzi | E. Schettini | G. Scarascia Mugnozza | G. Vox
B. Khoshimkhujaev | J.K. Kwon | K.S. Park | S.Y. Lee | H.G. Choi
T. Kuroyanagi | S. Matsuda | H. Kawashima | Y. Nagasaki
F. Rojano | J. Flores-Velázquez | F. Villarreal-Guerrero | A. Rojano
Il-Hwan Seo | In-bok Lee | J.P. Bitog | Rack-Woo Kim
J.C. Roy | J.B. Pouillard | T. Boulard | H. Fatnassi | A. Grisey
H. Fatnassi | T. Boulard | C. Poncet | T. Bartzanas | N. Katsoulas | M. Kacira
F. Rojano | J. Flores-Velázquez | F. Villarreal-Guerrero | A. Rojano
A. Ramírez-Arias | J. Pineda-Pineda | M. Gutiérrez | W. Ojeda-Bustamante
M. Albaho | B. Thomas | S. Isathali | P. George | D. Ghloum
Yu Zhang | Jin Sun | Shuhai Li | Sheng Shu | Shirong Guo
C. Kittas | N. Katsoulas | T. Bartzanas | M. Kacira | T. Boulard