Evidence map›Paper›PMID 41788822›Full record

ArticleJDS communications2026

Reducing water usage to cool cows by applying smart technologies.

L T Casarotto, F X Amaro, J M Lance, D Onan-Martinez, I M Toledo, G E Dahl

Abstract read
In one paragraph

Article in JDS communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

L T CasarottoDepartment of Animal Sciences, IFAS, University of Florida, Gainesville, FL 32611.
F X AmaroDepartment of Animal Sciences, IFAS, University of Florida, Gainesville, FL 32611.
J M LanceDepartment of Animal Sciences, IFAS, University of Florida, Gainesville, FL 32611.
D Onan-MartinezDepartment of Animal Sciences, IFAS, University of Florida, Gainesville, FL 32611.
I M ToledoDepartment of Animal Sciences, IFAS, University of Florida, Gainesville, FL 32611.
G E DahlDepartment of Animal Sciences, IFAS, University of Florida, Gainesville, FL 32611.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

When trying to achieve optimum production, lactating, and dry dairy cows must be provided with relief from heat stress. The most practical and common methods to alleviate the negative effects of heat and humidity on lactating and dry dairy cows consist of 3 main approaches: shade, natural ventilation, and active cooling, with active cooling being the most advantageous. Our objective was to determine if an automated smart system (Agpro, Paris, TX) for controlling soaker output is as effective as the conventional approach to controlling soakers, which relies on a set frequency after a threshold temperature is reached. Nulliparous (n = 12) and multiparous (n = 30) pregnant Holsteins cows were dried off 40 ± 9 d (multiparous only) before expected calving and randomly assigned to one of 3 treatments in the same barn: 5-min interval (30s on, 5 min off) cooling periods with shade, fans, and soakers (CL; n = 14); Agpro smart cooling with shade, fans, and soakers (SS; n = 14); and heat stress with only shade and natural ventilation and no active cooling system (HT; n = 14) during the dry period until parturition. Daily DMI of individual cows, pen water intake, and pen water usage from soakers were measured daily. Blood samples for hematocrit were taken weekly. Respiration rate (in breaths per minute [bpm]) and rectal temperature (RT) were measured 3 times weekly. Calf birth weight and gestation length were recorded upon parturition. No differences were observed for gestation length, calf birth weight, dry period length, or hematocrit among the treatments. However, HT cows had lower overall DMI than SS (8.6 vs. 10.1 ± 0.4 kg/d;

Identifiers

PMID41788822
PMCPMC12958174

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Registered trials

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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.