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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Ming-Fong Tsai, Chun-Ying Lan, Neng-Chung Wang, Lien-Wu Chen
Μορφή:	Άρθρο
Γλώσσα:	English
Έκδοση:	MDPI AG 2023-03-01
Σειρά:	Agronomy
Θέματα:	time series feature extraction transfer learning technology crop pest prediction
Διαθέσιμο Online:	https://www.mdpi.com/2073-4395/13/3/792

Παρόμοια τεκμήρια

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

Pests and diseases of tropical crops /
ανά: 198093 Hill, D. S., κ.ά.
Έκδοση: (1982)

Precise Crop Pest Detection Based on Co-Ordinate-Attention-Based Feature Pyramid Module
ανά: Chenrui Kang, κ.ά.
Έκδοση: (2025-01-01)

Insect pest management in vegetable crops through trap cropping: Review
ανά: LALITA PANWAR, κ.ά.
Έκδοση: (2021-11-01)

An Entire-and-Partial Feature Transfer Learning Approach for Detecting the Frequency of Pest Occurrence
ανά: Yuh-Shyan Chen, κ.ά.
Έκδοση: (2020-01-01)

Android-Based Introduction to Agricultural Crops and Pests
ανά: Aldi Susanto, κ.ά.
Έκδοση: (2022-06-01)

Mobile-based wide area pest surveillance and advisory services for horticultural crops in Haryana
ανά: NIRANJAN SINGH, κ.ά.
Έκδοση: (2022-09-01)

Editorial: Integrated Pest Management of tropical crops
ανά: Rangaswamy Muniappan, κ.ά.
Έκδοση: (2024-04-01)

Editorial: Deep learning in crop diseases and insect pests
ανά: Peng Chen, κ.ά.
Έκδοση: (2023-02-01)

Mapping Crop Rotation by Using Deeply Synergistic Optical and SAR Time Series
ανά: Yiqing Liu, κ.ά.
Έκδοση: (2021-10-01)

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

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

Reinforcement Aided Latent Temporal Feature Transfer Learning: Time Series Prediction With Insufficient Labeled Data for Industrial Chemical Process
ανά: Han Jiang, κ.ά.
Έκδοση: (2024-01-01)

MAINTAINING LONG-TERM MANAGEMENT: Over 35 years, integrated pest management has reduced pest risks and pesticide use
ανά: Peter Goodell, κ.ά.
Έκδοση: (2014-10-01)

An Improved Multi-Scale Feature Extraction Network for Rice Disease and Pest Recognition
ανά: Pengtao Lv, κ.ά.
Έκδοση: (2024-10-01)

Automatic Crop Pest Detection Oriented Multiscale Feature Fusion Approach
ανά: Shifeng Dong, κ.ά.
Έκδοση: (2022-06-01)

Bibliometric Analysis on the Impact of Climate Change on Crop Pest and Disease
ανά: Qiliang Yang, κ.ά.
Έκδοση: (2023-03-01)

Transfer Learning Based Data Feature Transfer for Fault Diagnosis
ανά: Wei Xu, κ.ά.
Έκδοση: (2020-01-01)

Prioritization of absent quarantine pests in Brazil through the Analytical Hierarchy Process
ανά: R. Hilman, κ.ά.
Έκδοση: (2023-10-01)

Progress and Prospects of Crop Diseases and Pests Monitoring by Remote Sensing
ανά: HUANG Wenjiang, κ.ά.
Έκδοση: (2019-10-01)

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

Editorial: Disease and pest resistance in legume crops
ανά: Sukhjiwan Kaur, κ.ά.
Έκδοση: (2023-03-01)

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

Multi-Year Time Series Transfer Learning: Application of Early Crop Classification
ανά: Matej Račič, κ.ά.
Έκδοση: (2024-01-01)

CROP PESTS AND THEIR MANAGEMENT IN MALAYSIA /
ανά: Khoo, Khay Chong, author 207974, κ.ά.
Έκδοση: (1991)

TSFEL: Time Series Feature Extraction Library
ανά: Marília Barandas, κ.ά.
Έκδοση: (2020-01-01)

FramePests: A Comprehensive Framework for Crop Pests Modeling and Forecasting
ανά: Emmanuel Lasso, κ.ά.
Έκδοση: (2021-01-01)

IoT enhanced metaheuristics with deep transfer learning based robust crop pest recognition and classification
ανά: Adwan A. Alanazi, κ.ά.
Έκδοση: (2023-12-01)

An Enhanced Deep Learning Model for Effective Crop Pest and Disease Detection
ανά: Yongqi Yuan, κ.ά.
Έκδοση: (2024-11-01)

Characteristic features of statistical models and machine learning methods derived from pest and disease monitoring datasets
ανά: Shigeki Kishi, κ.ά.
Έκδοση: (2023-06-01)

Editorial: Crop pest control and pollination
ανά: Fang Ouyang, κ.ά.
Έκδοση: (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?
ανά: Daisy A. Martinez, κ.ά.
Έκδοση: (2021-07-01)

Time Series Clustering based on Aggregation and Selection of Extracted Features
ανά: Ali Ghorbanian, κ.ά.
Έκδοση: (2023-04-01)

Improving cross-regional model transfer performance in crop classification by crop time series correction
ανά: Hengbin Wang, κ.ά.
Έκδοση: (2024-10-01)

Research Update on Cover Crops and Nematicides
ανά: Larry Duncan, κ.ά.
Έκδοση: (2021-05-01)

Major crop pests in Peninsular Malaysia /
ανά: 195180 Ahmad Yunus, κ.ά.
Έκδοση: (1975)

Potency of Wild Boar as Plant Pests in South Sulawesi
ανά: Andi St Fatmawaty, κ.ά.
Έκδοση: (2024-12-01)

The impact of climate change on insect pest biology and ecology: Implications for pest management strategies, crop production, and food security
ανά: Bijay Subedi, κ.ά.
Έκδοση: (2023-12-01)

A Lightweight Crop Pest Detection Method Based on Improved RTMDet
ανά: Wanqing Wang, κ.ά.
Έκδοση: (2024-08-01)

Feature Reuse Residual Networks for Insect Pest Recognition
ανά: Fuji Ren, κ.ά.
Έκδοση: (2019-01-01)