Time Series Feature Extraction Using Transfer Learning Technology for Crop Pest Prediction

Time Series Feature Extraction Using Transfer Learning Technology for Crop Pest Prediction

Following the rapid development of information and communication technology, and the huge amounts of data that have undergone explosive growth, artificial intelligence and machine learning have been used for predictive analysis in many fields. However, the prediction accuracy of these machine learni...

Полное описание

Библиографические подробности
Главные авторы:	Ming-Fong Tsai, Chun-Ying Lan, Neng-Chung Wang, Lien-Wu Chen
Формат:	Статья
Язык:	English
Опубликовано:	MDPI AG 2023-03-01
Серии:	Agronomy
Предметы:	time series feature extraction transfer learning technology crop pest prediction
Online-ссылка:	https://www.mdpi.com/2073-4395/13/3/792

Схожие документы

Pests of crops in Indonesia /
по: 295344 Kalshoven, L. G. E.
Опубликовано: (1981)

Pests and diseases of tropical crops /
по: 198093 Hill, D. S., и др.
Опубликовано: (1982)

Precise Crop Pest Detection Based on Co-Ordinate-Attention-Based Feature Pyramid Module
по: Chenrui Kang, и др.
Опубликовано: (2025-01-01)

Insect pest management in vegetable crops through trap cropping: Review
по: LALITA PANWAR, и др.
Опубликовано: (2021-11-01)

An Entire-and-Partial Feature Transfer Learning Approach for Detecting the Frequency of Pest Occurrence
по: Yuh-Shyan Chen, и др.
Опубликовано: (2020-01-01)

Android-Based Introduction to Agricultural Crops and Pests
по: Aldi Susanto, и др.
Опубликовано: (2022-06-01)

Mobile-based wide area pest surveillance and advisory services for horticultural crops in Haryana
по: NIRANJAN SINGH, и др.
Опубликовано: (2022-09-01)

Editorial: Integrated Pest Management of tropical crops
по: Rangaswamy Muniappan, и др.
Опубликовано: (2024-04-01)

Editorial: Deep learning in crop diseases and insect pests
по: Peng Chen, и др.
Опубликовано: (2023-02-01)

Mapping Crop Rotation by Using Deeply Synergistic Optical and SAR Time Series
по: Yiqing Liu, и др.
Опубликовано: (2021-10-01)

Development of automatic pest sampling and detection system for cash crops
по: Hadi, Mustafa Kareem
Опубликовано: (2019)

Dynamics of a crop, pest and predator model in an agricultural system
по: Prabir Panja
Опубликовано: (2023-09-01)

Reinforcement Aided Latent Temporal Feature Transfer Learning: Time Series Prediction With Insufficient Labeled Data for Industrial Chemical Process
по: Han Jiang, и др.
Опубликовано: (2024-01-01)

MAINTAINING LONG-TERM MANAGEMENT: Over 35 years, integrated pest management has reduced pest risks and pesticide use
по: Peter Goodell, и др.
Опубликовано: (2014-10-01)

An Improved Multi-Scale Feature Extraction Network for Rice Disease and Pest Recognition
по: Pengtao Lv, и др.
Опубликовано: (2024-10-01)

Automatic Crop Pest Detection Oriented Multiscale Feature Fusion Approach
по: Shifeng Dong, и др.
Опубликовано: (2022-06-01)

Bibliometric Analysis on the Impact of Climate Change on Crop Pest and Disease
по: Qiliang Yang, и др.
Опубликовано: (2023-03-01)

Transfer Learning Based Data Feature Transfer for Fault Diagnosis
по: Wei Xu, и др.
Опубликовано: (2020-01-01)

Prioritization of absent quarantine pests in Brazil through the Analytical Hierarchy Process
по: R. Hilman, и др.
Опубликовано: (2023-10-01)

Progress and Prospects of Crop Diseases and Pests Monitoring by Remote Sensing
по: HUANG Wenjiang, и др.
Опубликовано: (2019-10-01)

Special Issue: Integrated Pest Management in Arable and Open Field Horticultural Crops
по: Andrew G. S. Cuthbertson
Опубликовано: (2020-01-01)

Editorial: Disease and pest resistance in legume crops
по: Sukhjiwan Kaur, и др.
Опубликовано: (2023-03-01)

Pest management with biopesticides
по: James N. SEIBER, Joel COATS, Stephen O. DUKE, Aaron D. GROSS
Опубликовано: (2018-07-01)

Multi-Year Time Series Transfer Learning: Application of Early Crop Classification
по: Matej Račič, и др.
Опубликовано: (2024-01-01)

CROP PESTS AND THEIR MANAGEMENT IN MALAYSIA /
по: Khoo, Khay Chong, author 207974, и др.
Опубликовано: (1991)

TSFEL: Time Series Feature Extraction Library
по: Marília Barandas, и др.
Опубликовано: (2020-01-01)

FramePests: A Comprehensive Framework for Crop Pests Modeling and Forecasting
по: Emmanuel Lasso, и др.
Опубликовано: (2021-01-01)

IoT enhanced metaheuristics with deep transfer learning based robust crop pest recognition and classification
по: Adwan A. Alanazi, и др.
Опубликовано: (2023-12-01)

An Enhanced Deep Learning Model for Effective Crop Pest and Disease Detection
по: Yongqi Yuan, и др.
Опубликовано: (2024-11-01)

Characteristic features of statistical models and machine learning methods derived from pest and disease monitoring datasets
по: Shigeki Kishi, и др.
Опубликовано: (2023-06-01)

Editorial: Crop pest control and pollination
по: Fang Ouyang, и др.
Опубликовано: (2022-10-01)

When the Medicine Feeds the Problem; Do Nitrogen Fertilisers and Pesticides Enhance the Nutritional Quality of Crops for Their Pests and Pathogens?
по: Daisy A. Martinez, и др.
Опубликовано: (2021-07-01)

Time Series Clustering based on Aggregation and Selection of Extracted Features
по: Ali Ghorbanian, и др.
Опубликовано: (2023-04-01)

Improving cross-regional model transfer performance in crop classification by crop time series correction
по: Hengbin Wang, и др.
Опубликовано: (2024-10-01)

Research Update on Cover Crops and Nematicides
по: Larry Duncan, и др.
Опубликовано: (2021-05-01)

Major crop pests in Peninsular Malaysia /
по: 195180 Ahmad Yunus, и др.
Опубликовано: (1975)

Potency of Wild Boar as Plant Pests in South Sulawesi
по: Andi St Fatmawaty, и др.
Опубликовано: (2024-12-01)

The impact of climate change on insect pest biology and ecology: Implications for pest management strategies, crop production, and food security
по: Bijay Subedi, и др.
Опубликовано: (2023-12-01)

A Lightweight Crop Pest Detection Method Based on Improved RTMDet
по: Wanqing Wang, и др.
Опубликовано: (2024-08-01)

Feature Reuse Residual Networks for Insect Pest Recognition
по: Fuji Ren, и др.
Опубликовано: (2019-01-01)