P
Ping Zhou
Publications - 5
Citations - 22
Ping Zhou is an academic researcher. The author has contributed to research in topics: Soil water & Irrigation scheduling. The author has an hindex of 1, co-authored 5 publications receiving 1 citations.
Papers
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Journal ArticleDOI
Improved Soil Moisture and Electrical Conductivity Prediction of Citrus Orchards Based on IoT Using Deep Bidirectional LSTM
Gao Peng,Jiaxing Xie,Mingxin Yang,Ping Zhou,Chen Wenbin,Liang Gaotian,Yufeng Chen,Xiongzhe Han,Wang Weixing +8 more
TL;DR: In this article, a deep bidirectional long short-term memory (Bid-LSTM) networks are proposed to improve soil moisture (SM) and soil electrical conductivity (SEC) predictions, providing a meaningful reference for irrigation and fertilization of citrus orchards.
Journal ArticleDOI
Simulating Canopy Temperature Using a Random Forest Model to Calculate the Crop Water Stress Index of Chinese Brassica
TL;DR: In this article, a random forest model was developed using sample data derived from meteorological measurements including air temperature, relative humidity, wind speed, and photosynthetic active radiation (Par) to predict the lower baseline (Twet) and upper baseline (Tdry) canopy temperatures for Chinese Brassica from 27 November to 31 December 2020 (E1) and from 25 May to 20 June 2021 (E2).
Journal ArticleDOI
Predicting the Photosynthetic Rate of Chinese Brassica Using Deep Learning Methods
Gao Peng,Jiaxing Xie,Mingxin Yang,Ping Zhou,Liang Gaotian,Yufeng Chen,Sun Daozong,Xiongzhe Han,Wang Weixing +8 more
TL;DR: Wang et al. as mentioned in this paper used the multivariate long short-term memory (MLSTM) model to predict the photosynthetic rate of Chinese Brassica L. var. parachinensis (Bailey).
Patent
System and method for measuring water infiltration in soil of citrus orchard
TL;DR: In this paper, a system and method for measuring water infiltration in soil of a citrus orchard is described, which consists of measuring equipment, a control device, and an executing device, wherein the measuring equipment refers to a plurality of soil moisture sensors which are arranged in a soil area to be measured according to a preset rule.
Patent
Soil water content prediction system and method based on time sequence
TL;DR: In this paper, the authors proposed a time sequence-based soil water content prediction system, which consists of a remote server, a data transmission gateway, a meteorological station in a preset range and a plurality of soil information acquisition nodes arranged in the preset range.