ReviewAnimals : an open access journal from MDPI2023
Infrared Thermography as a Potential Non-Invasive Tool for Estrus Detection in Cattle and Buffaloes.
Review in Animals : an open access journal from MDPI, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 34 citations in OpenAlex.
- Saliva-based RT-LAMP assays support heat shock protein 70 as a promising transcript marker for estrus identification in buffaloes.Tropical animal health and production · 2026Article
- Emerging Non-Invasive Imaging Tools for Andrological Assessment in Male Reproduction: The Role of Infrared Thermography and Color Doppler Ultrasonography.Reproductive sciences (Thousand Oaks, Calif.) · 2026Review
- Thermal infrared italian mediterranean buffalo udder open dataset with expert-verified segmentation masks.Data in brief · 2026Article
- - Invited Review - Biosensors in precision livestock farming in dairy production: decoding animals' needs.Animal bioscience · 2026Article
- A Comprehensive Review of Non-Invasive Core Body Temperature Measurement Techniques.Sensors (Basel, Switzerland) · 2026Review
- Estrus detection in dairy cattle: an updated review on strategies and technologies.Frontiers in veterinary science · 2026Review
- Recent Advances in Spectroscopy and Imaging Techniques for Nondestructive Detection of Meat Quality and Safety.Food science & nutrition · 2025Review
- The Role of Sensor Technologies in Estrus Detection in Beef Cattle: A Review of Current Applications.Animals : an open access journal from MDPI · 2025Review
- Assessing Pregnancy's Influence on Rectal and Corneal Temperature in Female Cats.Veterinary medicine and science · 2025Article
- Welfare indicators in cattle farming in the face of heat stress: a review in climate change scenarios.Frontiers in veterinary science · 2025Article
- Unique temperature change patterns in calves eyes and muzzles: a non-invasive approach using infrared thermography and object detection.Frontiers in veterinary science · 2025Article
- Fixed-time artificial insemination technology in buffaloes: a review.Frontiers in veterinary science · 2025Review
- An analysis of knowledge, attitude and practice gaps in scientific buffalo husbandry.PloS one · 2025Article
- Infrared Thermography as a Diagnostic Tool for the Assessment of Mastitis in Dairy Ruminants.Animals : an open access journal from MDPI · 2024Review
- The Potential of Infrared Thermography for Early Pregnancy Diagnosis in Nili-Ravi Buffaloes.Animals : an open access journal from MDPI · 2024Article
- Technological Tools and Artificial Intelligence in Estrus Detection of Sows-A Comprehensive Review.Animals : an open access journal from MDPI · 2024Review
- Infrared thermography as a non-invasive method for evaluating stress in lactating dairy cows during isolation challenges.Frontiers in veterinary science · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The productivity of dairy animals has significantly increased over the past few decades due to intense genetic selection. However, the enhanced yield performance of milk animals caused a proportional increase in stress and compromised reproductive efficiency. Optimal reproductive performance is mandatory for the sustainable production of dairy animals. Reproductive efficiency is marked by proper estrus detection and precise breeding to achieve maximum pregnancies. The existing conventional methods of estrus detection are somewhat labor intensive and less efficient. Similarly, the modern automated methods that rely on detecting physical activity are expensive, and their efficiency is affected by factors such as type of housing (tie stall), flooring, and environment. Infrared thermography has recently emerged as a technique that does not depend on monitoring physical activity. Furthermore, infrared thermography is a non-invasive, user-friendly, and stress-free option that aids in the detection of estrus in dairy animals. Infrared thermography has the potential to be considered a useful non-invasive tool for detecting temperature fluctuations to generate estrus alerts without physical contact in cattle and buffaloes. This manuscript highlights the potential use of infrared thermography to understand reproductive physiology and practical implementation of this technique through discussing its advantages, limitations, and possible precautions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.