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Ávila M, Pinelo J, Casas E, Capinha C, Pabst R, Szczesniak I, Domingues E, Pinto C, Santos V, Gil A, Arbelo M. Assessing the Presence of Pithomyces chartarum in Pastureland Using IoT Sensors and Remote Sensing: The Case Study of Terceira Island (Azores, Portugal). SENSORS (BASEL, SWITZERLAND) 2024; 24:4485. [PMID: 39065883 PMCID: PMC11281258 DOI: 10.3390/s24144485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/27/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024]
Abstract
Spores from the fungus Pithomyces chartarum are commonly found on Azorean pastures. When consumed by cattle along with the grass, these spores cause health issues in the cattle, resulting in animal suffering and financial losses. For approximately two years, we monitored meteorological parameters using weather stations and collected and analyzed grass samples in a laboratory to control for the presence of spores. The data confirmed a connection between meteorology and sporulation, enabling the prediction of sporulation risk. To detect the presence of spores in pastures rather than predict it, we employed field spectrometry and Sentinel-2 reflectance data to measure the spectral signatures of grass while controlling for spores. Our findings indicate that meteorological variables from the past 90 days can be used to predict sporulation, which can enhance the accuracy of a web-based alert system used by farmers to manage the risk. We did not detect significant differences in spectral signatures between grass with and without spores. These studies contribute to a deeper understanding of P. chartarum sporulation and provide actionable information for managing cattle, ultimately improving animal welfare and reducing financial losses.
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Affiliation(s)
- Mariana Ávila
- Atlantic International Research Centre, 9700 Angra do Heroísmo, Portugal; (M.Á.)
- Departamento de Física, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain
| | - João Pinelo
- Atlantic International Research Centre, 9700 Angra do Heroísmo, Portugal; (M.Á.)
| | - Enrique Casas
- Departamento de Física, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain
| | - César Capinha
- Centro de Estudos Geográficos, Instituto de Geografia e Ordenamento do Território da Universidade de Lisboa, Universidade de Lisboa, 1600 Lisbon, Portugal
- Laboratório Associado Terra, 1349 Lisbon, Portugal
| | - Rebecca Pabst
- Global Health and Tropical Medicine, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, 1349 Lisbon, Portugal
| | - Iga Szczesniak
- Atlantic International Research Centre, 9700 Angra do Heroísmo, Portugal; (M.Á.)
| | | | - Carlos Pinto
- Faculdade de Ciências Agrárias e do Ambiente (FCAA), Universidade dos Açores, 9700 Angra do Heroísmo, Portugal
| | - Valentina Santos
- Laboratório Regional de Veterinária, 9700 Angra do Heroísmo, Portugal
| | - Artur Gil
- Instituto de Investigação em Vulcanologia e Avaliação de Riscos (IVAR), Universidade dos Açores, 9500 Ponta Delgada, Portugal
| | - Manuel Arbelo
- Departamento de Física, Universidad de La Laguna, 38200 San Cristóbal de La Laguna, Spain
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Dijkstra E, Vellema P, Peterson K, ter Bogt-Kappert C, Dijkman R, Harkema L, van Engelen E, Aalberts M, Santman-Berends I, van den Brom R. Monitoring and Surveillance of Small Ruminant Health in The Netherlands. Pathogens 2022; 11:pathogens11060635. [PMID: 35745489 PMCID: PMC9230677 DOI: 10.3390/pathogens11060635] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 05/25/2022] [Accepted: 05/30/2022] [Indexed: 02/01/2023] Open
Abstract
In contemporary society and modern livestock farming, a monitoring and surveillance system for animal health has become indispensable. In addition to obligations arising from European regulations regarding monitoring and surveillance of animal diseases, The Netherlands developed a voluntary system for the monitoring and surveillance of small ruminant health. This system aims for (1) early detection of outbreaks of designated animal diseases, (2) early detection of yet unknown disease conditions, and (3) insight into trends and developments. To meet these objectives, a system is in place based on four main surveillance components, namely a consultancy helpdesk, diagnostic services, multiple networks, and an annual data analysis. This paper describes the current system and its ongoing development and gives an impression of nearly twenty years of performance by providing a general overview of key findings and three elaborated examples of notable disease outbreaks. Results indicate that the current system has added value to the detection of various (re)emerging and new diseases. Nevertheless, animal health monitoring and surveillance require a flexible approach that is able to keep pace with changes and developments within the industry. Therefore, monitoring and surveillance systems should be continuously adapted and improved using new techniques and insights.
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Affiliation(s)
- Eveline Dijkstra
- Department of Small Ruminant Health, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (P.V.); (K.P.); (C.t.B.-K.); (R.v.d.B.)
- Correspondence: ; Tel.: +31-(0)88-2094595
| | - Piet Vellema
- Department of Small Ruminant Health, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (P.V.); (K.P.); (C.t.B.-K.); (R.v.d.B.)
| | - Karianne Peterson
- Department of Small Ruminant Health, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (P.V.); (K.P.); (C.t.B.-K.); (R.v.d.B.)
| | - Carlijn ter Bogt-Kappert
- Department of Small Ruminant Health, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (P.V.); (K.P.); (C.t.B.-K.); (R.v.d.B.)
| | - Reinie Dijkman
- Department of Pathology, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (R.D.); (L.H.)
| | - Liesbeth Harkema
- Department of Pathology, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (R.D.); (L.H.)
| | - Erik van Engelen
- Department of Research and Development, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (E.v.E.); (M.A.); (I.S.-B.)
| | - Marian Aalberts
- Department of Research and Development, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (E.v.E.); (M.A.); (I.S.-B.)
| | - Inge Santman-Berends
- Department of Research and Development, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (E.v.E.); (M.A.); (I.S.-B.)
| | - René van den Brom
- Department of Small Ruminant Health, Royal Animal Health Services (GD), P.O. Box 9, 7400 AA Deventer, The Netherlands; (P.V.); (K.P.); (C.t.B.-K.); (R.v.d.B.)
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