Evidence map›Paper›PMID 41012858›Full record

ReviewSensors (Basel, Switzerland)2025

Toward Field Deployment: Tackling the Energy Challenge in Environmental Sensors.

Valentin Daniel Paccoia, Francesco Bonacci, Giacomo Clementi, Francesco Cottone, Igor Neri, Maurizio Mattarelli

Abstract readReview
In one paragraph

Review in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
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.

Valentin Daniel PaccoiaDepartment of Physics and Geology, University of Perugia, Via A. Pascoli, 06123 Perugia, Italy.ORCID 0000-0001-8799-6127
Francesco BonacciDepartment of Physics and Geology, University of Perugia, Via A. Pascoli, 06123 Perugia, Italy.ORCID 0000-0002-9775-6212
Giacomo ClementiDepartment of Physics and Geology, University of Perugia, Via A. Pascoli, 06123 Perugia, Italy.ORCID 0000-0003-3049-2870
Francesco CottoneDepartment of Physics and Geology, University of Perugia, Via A. Pascoli, 06123 Perugia, Italy.ORCID 0000-0003-4920-5907
Igor NeriDepartment of Physics and Geology, University of Perugia, Via A. Pascoli, 06123 Perugia, Italy.ORCID 0000-0002-9047-9822
Maurizio MattarelliDepartment of Physics and Geology, University of Perugia, Via A. Pascoli, 06123 Perugia, Italy.ORCID 0000-0001-9184-7968

Funding

European Union - NextGenerationEU ECS00000041 - 688 VITALITY - CUP J97G22000170005
6 · The paper itself

Abstract

The need for sustainable and long-term environmental monitoring has driven the development of energy-autonomous sensors, which either operate passively or integrate energy harvesting (EH) solutions. In many applications, the energy cost of data transmission is a critical factor in autonomous sensing systems. To address this challenge, optical passive sensors, which exploit changes in reflectivity to monitor physical parameters, offer self-sustained operation without requiring an external power source. Similarly, RF-based passive sensors, both chipless and with minimal circuitry, enable wireless monitoring with low power consumption. When more energy is available, EH techniques can be combined with active optical sensors. Infrared laser-based CO

Indexed as

autonomous sensorsdistributed sensor networksenergy harvestingoptical sensorsRFID sensors

Identifiers

PMID41012858
PMCPMC12473342

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.