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Life cycle assessment using machine learning

Gomes, Sofia; Faria, Brígida Mónica; Oliveira, Alexandra Alves; Pinto, Edgar; Rodrigues, Matilde; Vieira, Manuela; Faria, Brigida Monica

Life Cycle Assessment (LCA) is a scientific tool that allows calculating the impact of a product or service on the environment, considering the different phases from planting to transportation, commercialization, consumption, and disposal. (1) LCA requires comprehensive data collection of the inputs and outputs such as raw materials, energy, water, used chemicals and pollutants emissions at each stage of the li...


Evaluation of the potential of annatto seed powder to reduce the formation of h...

Gonçalves, Thaís de Moura Neves; Braga, Anna Rafaela Cavalcante; Pinto, Edgar; Viegas, Olga; Mesquita, Leonardo M. de Souza

Various strategies are being explored to reduce the formation of undesirable compounds during the thermal processing of foods. This study investigates the impact of incorporating annatto seed powder (Bixa orellana L.) into beef patties to reduce the formation of heterocyclic amines (HAs) during charcoal-grilling and pan-frying. A three-level full factorial design was used to assess the effect of both annatto se...


Nano versus bulk: Evaluating the toxicity of lanthanum, yttrium, and cerium oxi...

Santos, Joana; Neca, Inês; Capitão, Ana; Nogueira, João; Santos, José A. S.; Pinto, Edgar; Barreto, Angela; Silva, Ana L. Daniel da; Maria, Vera L.

Considering the increase in demand for rare earth elements (REEs) and their accumulation in soil ecosystems, it is crucial to understand their toxicity. However, the impact of lanthanum, yttrium and cerium oxides (La2O3, Y2O3 and CeO2, respectively) on soil organisms remains insufficiently studied. This study aims to unravel the effects of La2O3, Y2O3 and CeO2 nanoparticles (NPs) and their corresponding bulk fo...


Stock structure of the gulf hake urophycis cirrata (Teleostei: Phycidae) in sou...

Santificetur, César; Rossi-Wongtschowski, Carmen Lúcia Del Bianco; Ruperti, André; Almeida, Agostinho; Pinto, Edgar; Correia, Alberto Teodorico

Urophycis cirrata is an important demersal fish species targeted by Brazilian industrial fisheries. With high exploitation rates, its stock(s) is(are) currently deemed fully exploited or overexploited. While basic ecological information, such as length at first maturity, exists, knowledge of its population structure is limited. A sub-sample of 90 sagittal otoliths of U. cirrata juveniles (300–411 mm total lengt...


Exploring geographical influences on physicochemical characteristics of honey: ...

Soares, Sónia; Magalhães, Leandro; Moreira, Manuela M.; Rede, Diana; Fernandes, Virgínia Cruz; Viegas, Olga; Pinto, Edgar; Almeida, Agostinho

In recent years, there has been a substantial increase in the global consumption of honey, driven by the high demand for natural products that offer health benefits. Consequently, consumers show a preference for honey, recognised for its superior quality, namely honey with a Protected Designation of Origin (PDO) or honey produced in protected areas, as it is associated with superior attributes and characteristi...


Mineral profle determination by ICP‑MS and physicochemical evaluation of cultiv...

Boudjouan, Fares; Zeghbib, Walid; Lopes, Graciliana; Pinto, Edgar; Almeida, Agostinho; Vasconcelos, Vítor

Opuntia is a well-known plant for its folkloric use and nutritional composition. This work aimed to evaluate the physicochemical characteristics, as well as the mineral composition realized by inductively coupled plasma-mass spectrometry (ICP-MS) for cultivated and wild Algerian Opuntia species. The results showed a signifcant diference in length, diameter, and weight between both Opuntia fruits. The highest pH...


An eco-friendly approach for analysing sugars, minerals, and colour in brown su...

Alves, Vandressa; Santos, Jeferson M. dos; Viegas, Olga; Pinto, Edgar; Ferreira, Isabel M.P.L.V.O.; Lima, Vanderlei Aparecido; Felsner, Maria L.

Brown sugar is a natural sweetener obtained by thermal processing, with interesting nutritional characteristics. However, it has significant sensory variability, which directly affects product quality and consumer choice. Therefore, developing rapid methods for its quality control is desirable. This work proposes a fast, environmentally friendly, and accurate method for the simultaneous analysis of sucrose, red...


Toxic and non-toxic cyanobacterial biomass as a resource for sustainable agricu...

Massa, Anabella; Santos, Érica; Martins, Diogo; Azevedo, Joana; Reimão, Mariana; Almeida, Agostinho; Azevedo, Rui; Pinto, Edgar; Vasconcelos, Vítor

Cyanobacteria represent a promising resource for sustainable agriculture, as they have demonstrated the ability to restore soil fertility even after death and decay. However, several cyanobacteria can also release secondary metabolites, such as cyanotoxins, which may compromise the quality of agricultural products and pose a potential risk to human health. Depending on the concentration of exposure, few studies...


High-value compounds in papaya by-products (Carica papaya L. var. Formosa and A...

Vinha, Ana F.; Costa, Anabela S. G.; Santo, Liliana Espírito; Ferreira, Diana M.; Sousa, Carla; Pinto, Edgar; Almeida, Agostinho

Food waste is a global and growing problem that is gaining traction due to its environmental, ethical, social, and economic repercussions. Between 2022 and 2027, the worldwide papaya market is expected to have a huge increase, meaning a growth in organic waste, including peels and seeds. Thus, this study evaluated the potential use of peels and seeds of two mature papaya fruits as a source of bioactive compound...


Determination of Vitamin C content in spinach plants grown under the use of cya...

Martins, Diogo; Massa, Anabella; Reimão, Mariana; Vasconcelos, Vítor; Campos, Alexandre; Pinto, Edgar; Freitas, Marisa

The agricultural sector is continuously exploring sustainable and innovative approaches to enhance crop productivity, driving the quest for greener alternatives over synthetic fertilizers. Cyanobacteria have been reported as a promising agricultural fertilizer, with positive effects on crop yield. However, little is known about its potential effects on the produced vegetables' nutritional quality. Studies have ...


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