Economic and Biological Impact of Eradication Measures for Xylella fastidiosa in Northern Portugal

Abstract

Xylella fastidiosa was first detected in Portugal in 2019 in Lavandula dentata. In response, the national plant health authorities promptly established a Demarcated Zone in the affected area and implemented a series of eradication and control measures, including the systematic removal and destruction of infected and host plants. This study analyzes the economic and operational impacts of these eradication efforts in the northern region of Portugal, with a focus on Demarcated Zones such as the Porto Metropolitan Area, Sabrosa, Alijó, Baião, Mirandela, Mirandela II, and Bougado between 2019 and June 2023. During this period, about 412,500 plants were uprooted. The majority were Pteridium aquilinum (bracken fern), with 360,324 individuals (87.3%), reflecting its wide distribution and the large area affected. Olea europaea (olive tree) was the second most common species removed, with 7024 plants (1.7%), highlighting its economic relevance. Other notable species included Quercus robur (3511; 0.85%), Pelargonium graveolens (3509; 0.85%), and Rosa spp. (1106; 0.27%). Overall, destruction costs were estimated at about EUR 1.04 million, with replanting costs of roughly EUR 6.81 million. In parallel, prospection activities—conducted to detect early signs of infection and monitor disease spread—generated expenses of roughly EUR 5.94 million. While prospecting represents a significant financial investment, the results show that it is considerably more cost-effective than large-scale eradication. Prospection enables early detection and containment, preventing the widespread destruction of vegetation and minimizing disruption to agricultural production, biodiversity, and local communities. Importantly, our findings reveal a sharp decline in confirmed cases in the initial outbreak area—the Porto Demarcated Zone—from 124 cases in 2019 to just 5 in 2023, indicating the effectiveness of the eradication and monitoring measures implemented. However, the presence of 20 active Demarcated Zones across the country as of 2023 highlights the continued risk of spread and the need for sustained vigilance. The complexity of managing Xylella fastidiosa across ecologically and logistically diverse territories justifies the high costs associated with surveillance and targeted interventions. This study reinforces the strategic value of prospection as a proactive and sustainable tool for plant health management. Effective surveillance requires the integration of advanced methodologies aligned with the phenological stages of host plants and the biological cycle of vectors. Targeting high-risk locations, optimizing sample numbers, ensuring diagnostic accuracy, and maintaining continuous training for field teams are critical for improving efficiency and reducing costs. Ultimately, the findings underscore the need to refine and adapt monitoring and eradication strategies to contain the pathogen, safeguard agricultural systems, and prevent Xylella fastidiosa from becoming endemic in Portugal.

1. Introduction

The introduction of Xylella fastidiosa (Xf), a highly pathogenic bacterium, can trigger significant consequences for both ecosystems and the economy, particularly in agricultural regions where host species are prevalent [1,2]. Xf belongs to the class Gammaproteobacteria, order Lysobacterales, and family Lysobacteraceae. The genus Xylella contains two species, X. fastidiosa and X. taiwanensis [3]. According to serological and phylogenetic studies, its strains have been divided into six subspecies: X. fastidiosa subsp. fastidiosa [4], X. fastidiosa subsp. multiplex [5], X. fastidiosa subsp. pauca [6], X. fastidiosa subsp. sandyi [7], and X. fastidiosa subsp. Morus [8].

This quarantine pest infects a wide range of economically important plants, such as olive trees [2], grapevines [9], citrus [10], and almond trees [11], compromising plant health and leading to severe yield losses. These impacts can diminish food availability and increase production costs, ultimately affecting consumers through higher prices and reduced food quality as well as compromising its quality, safety, and security [12]. The economic burden caused specifically by Xf has been substantial. In Europe, its spread has led to devastating consequences for olive production in southern Italy, with estimated losses in the billions. For instance, according to EFSA and other recent reports, the outbreak in the Apulia region alone resulted in projected economic damages exceeding EUR 1 billion [13]. These figures underscore the urgent need for effective containment and eradication strategies to prevent further economic and ecological degradation [14].

In Europe, the primary form of transmission of the bacteria is via the insect Philaenus spumarius (Ps) [15,16]. Ps is a univoltine species measuring between 5.3 and 6.9 mm in length, notable for its polymorphic dorsal coloration. Both nymphs and adults feed on xylem sap, which is low in sugar but rich in water, amino acids, and mineral salts. Using their stylets, these insects access the xylem, a behavior that facilitates the acquisition and transmission of Xf [16,17].

This transmission leads to the occlusion of xylem vessels by bacterial aggregates and prompts the plant to produce tyloses as a response to infection [18,19,20]. Following infection, the transport of water and nutrients is impaired [21]. These mechanisms induce the emergence of the disease symptoms [22]. Usually, the symptoms resemble those of water stress, presenting with chlorosis along the leaf margins, followed by necrosis surrounded by a yellowish halo, wilting, burning (necrosis), and in severe cases, plant death [3,23].

Xf was first detected in Portugal in 2019 in asymptomatic plants of Lavandula dentata L. [23]. Currently, 20 Demarcated Zones are identified, commonly found in the prevailing Sequence Type 7 of Xf subsp. multiplex [24] and Xf subsp. fastidiosa [25]. According to previous studies conducted in Portugal, among the positive cases, the most frequently affected species were Lavandula dentata (18.9%), Hebe (2.0%), Citrus spp. (1.7%), Lavandula angustifolia (1.7%), and Olea europaea L. (1.7%) [26]. The same study indicates that a total of 302 host plant species tested positive for Xf in Northern Portugal, but only a subset could be identified to the subspecies level according to

Table 1. Host plant species of Xylella fastidiosa strains detected in Northern Portugal until June 2023. Among the 302 positive species, only these were identified to the bacterial subspecies level. Numbers indicate the total of positive plants detected for each host species [27].

Xylella fastidiosa subs. multiplex st7
Acacia longifolia	2
Acacia melanoxylon	1
Adenocarpus lainzii	2
Artemisia arborescens	2
Asparagus acutifolius	1
Athyrium filix-femina	1
Berberis thunbergii	1
Calluna vulgaris	1
Cistus inflatus	3
Cistus monspeliensis	2
Cistus salviifolius	1
Cytisus scoparius	3
Dodonaea viscosa	2
Echium plantagineum	1
Elaeagnus × submacrophylla	1
Erica cinerea	1
Erigeron canadensis	1
Erodium moschatum	1
Euryops chrysanthemoides	2
Frangula alnus	1
Gazania rigens	2
Genista tridentata	1
Hebe sp.	3
Helichrysum italicum	2
Hibiscus syriacus	1
Hypericum androsaemum	1
Hypericum perforatum	1
Ilex aquifolium	1
Laurus nobilis	1
Lavandula angustifolia	2
Lavandula dentata	6
Lavandula stoechas	1
Lonicera periclymenum	1
Magnolia grandiflora	3
Magnolia × soulangeana	1
Medicago sativa	5
Metrosideros excelsa	2
Myrtus communis	2
Nerium oleander	3
Olea europaea	5
Pelargonium graveolens	1
Plantago lanceolata	1
Prunus cerasifera	1
Prunus laurocerasus	1
Prunus persica	1
Pteridium aquilinum	1
Quercus robur	2
Xylella fastidiosa subs fastidosa
Acacia dealbata	1
Genista tridentata	1
Lavandula stoechas	1
Citrus × aurantium var. paradisi	1
Citrus × limon	1

. All conclusive identifications corresponded to detections in the Porto area, where the majority were assigned to Xf subsp. multiplex. All other detections of Xf during the study period (June 2023) remained inconclusive at the subspecies level. This subspecies was found across a broad range of botanical families, including both woody and herbaceous species. The most frequently infected hosts were Lavandula dentata (6 positives), Medicago sativa and Olea europaea, followed by Cistus inflatus, Cytisus scoparius, Hebe sp., and Magnolia grandiflora (3 each). Several additional species, such as Acacia longifolia, Dodonaea viscosa, Euryops chrysanthemoides, Gazania rigens, Helichrysum italicum, Metrosideros excelsa, Myrtus communis, and Quercus robur, showed two positive detections, while the remaining hosts were represented by single cases. In contrast, Xf subsp. fastidiosa was detected at a much lower frequency during the study period, also restricted to the Porto area. Only five positive detections were initially recorded, each corresponding to a different host plant species: Acacia dealbata, Genista tridentata, Lavandula stoechas, Citrus × aurantium var. paradisi, and Citrus × limon. More recent reports indicate that additional cases of subsp. fastidiosa have since been detected in this area, suggesting a broader distribution than initially observed [27]. Overall, these data highlight both the wide host range of Xf in Portugal and the epidemiological predominance of ST7, providing critical information for targeted surveillance, risk assessment, and management strategies. This indicates that the country, and specifically our region, has favorable conditions for the development of the bacteria [23]. Upon the identification of Xf, the Portuguese authorities promptly implement a “Demarcated Zone”. This area includes the “Infected Zone” covering all vulnerable plants within a 50 m radius around the affected ones. Furthermore, a “Buffer Zone” is established around this, stretching out to a radius of 2.5 km [23].

After the demarcated zones are established, a series of control and eradication measures is put into action. These measures involve removing infected plants (Figure 1), prohibiting the planting of susceptible plant species, limiting plant transportation from infected areas, and employing vector control methods such as vegetation removal and chemical treatment [28].

There are currently no cure measures available for plants infected with Xf, thus emphasizing the importance of relying on existing control procedures. These strategies primarily revolve around early detection and the prompt removal of infected vegetation [24,29]. Nevertheless, obstacles in plant diagnosis, as illustrated by Chen et al. 2019, along with the prolonged and fluctuating latent period, can impede effective detection, particularly when surveillance depends solely on visual inspection [30,31].

This study aims to comprehensively analyze the impacts of eradication measures implemented between 2019 and June 2023 in the northern region of Portugal. Despite the significance of this topic, there is a notable lack of prior research specifically addressing the consequences of such interventions in this geographical context. The present research seeks to fill this gap by providing a systematic assessment of two key impact dimensions: economic costs associated with eradication and prospection activities. It also aims to address ecological consequences resulting from species removal, social implications such as public perception, and community involvement.

More than a retrospective analysis, this evaluation functions as a strategic tool to support informed decision-making in the planning and execution of future control operations. By establishing a robust evidence base, the study enables managers and policymakers to adopt more efficient, risk-conscious, and resource-optimized approaches. Additionally, the insights generated herein may serve as benchmarks for future evaluations, particularly in contexts that demand adaptive and continuous management strategies.

In performing so, the study contributes meaningfully to the refinement of public policies concerning invasive species eradication, providing evidence-based guidance for future interventions. Overall, the findings reveal that while eradication efforts have led to a reduction in Xf prevalence, they also pose significant challenges that must be considered in future planning.

2. Methodology

This study focuses on analyzing data related to eradication measures that we provided by the Regional Directorate of Agriculture and Fisheries of the North (DRAP Norte) from January 2019 to June 2023. The Porto containment zone was only established in 2024; therefore, all data in this study refers exclusively to eradication measures. The data pertains to plants eradicated in various Demarcated Zones such as the Porto Metropolitan Area, Sabrosa, Alijó, Baião, Mirandela, Mirandela II, and Bougado (Figure 2).

In addition to assessing eradication data, the study compares these results with the number of prospected plants along with the laboratory results in the same period and locations. The prospecting and eradication measures were accompanied by our team, which helped ensure the accuracy and reliability of the collected information. The aim is to understand the relationship between eradicated plants and prospecting efforts, identify patterns, and evaluate the effectiveness of applied strategies. The research was organized into four main phases: Calculation of Prospecting Costs; Eradication; Price Collection and Data Collection, Organization, and Treatment Phase.

2.1. Calculation of Prospecting Costs

The prospecting for Xf involves inspection through symptom observation. Between January 2019 and June 2023, plant samples were collected across all Xf demarcated zones in the Northern Region of Portugal. Sampling was primarily symptom-driven, with priority given to plants exhibiting visible signs of Xf infection, such as leaf scorch, branch dieback, or other compatible symptoms. Over the study period, a total of 15,345 samples were collected.

For each selected plant, the sampling procedure followed a standardized protocol designed to ensure sample integrity and prevent the inadvertent spread of insect vectors. Plant parts (typically branches, leaves, or shoots, depending on the host species) were first pre-shaken in the field to dislodge any potential insect vectors present on the plant surface. The plant material was then wrapped in newspaper to absorb excess moisture and provide a protective layer before being placed inside sealed plastic bags. Special care was taken to ensure that the plastic bags were tightly sealed to avoid accidental release of vectors during transport. Each bag was labeled with a unique alphanumeric code that linked the sample to its collection site, plant host, and date of sampling, ensuring full traceability. Samples were transported under controlled conditions and delivered directly to the INIAV Laboratory, the National Reference Phytosanitary Laboratory, within a maximum of 24 h after collection. At the laboratory, samples were processed for Xf detection and screening according to national diagnostic protocols.

The methodology used to calculate prospection costs followed the tax table established by the Direção-Geral de Alimentação e Veterinária (DGAV), which regulates the production and commercialization of plant propagation materials in Portugal. Laboratory testing costs were fixed at EUR 65 per sample. For herbaceous and shrub plants, one laboratory sample corresponded to a composite of branches collected from five individual plants, meaning that the cost of EUR 65 was distributed across these five plants. In contrast, for fruit plants and grapevines, one sample corresponded to a single plant, resulting in a cost of EUR 65 per plant tested. This fee covered all laboratory procedures, including sample processing, diagnostic testing, and reporting of results.

In addition to laboratory costs, prospection fees were applied according to plant type. For fruit plants, the prospection cost was EUR 0.75 per 100 plants surveyed, for ornamental plants the cost was EUR 0.99 per 100 plants, and for grapevines the cost was EUR 1.80 per 100 plants. These costs encompassed field inspection and the collection of samples when required. It is important to note that these calculations exclude any additional phytosanitary inspection fees, such as those related to the issuance of plant passports for nurseries and operators, which fell outside the scope of the present study. Likewise, such fees were not applicable in the case of surveys conducted in public or private gardens.

Cost Calculation Formula

The total cost of prospection (Ctotal) for a given plant type can be expressed as the sum of laboratory testing costs (Clab) and prospection costs (Cinsp):

Ctotal = Clab + Cinsp

(1)

where for herbaceous/shrub plants,

Clab = 65 × N/5

(2)

For fruit plants and grapevines,

Clab = 65 × N/C

(3)

Prospection cost (per 100 plants inspected),

Cinsp = (N/100) × T

(4)

Here, N = number of plants inspected, and T = prospection tariff (EUR 0.75 for fruit plants, EUR 0.99 for ornamentals, EUR 1.80 for grapevines).

2.2. Eradication Phase

This phase involves the implementation of phytosanitary measures, according to EU Implementing Regulation (EU) 2020/1201. After detecting the presence of Xf and upon confirmation of the bacteria, INIAV, the national reference laboratory, informs the national phytosanitary authority (DGAV), which quickly enacts measures to prevent the spread and eradicate the infection. A Demarcated Zone is established, with restrictions on the movement of plants in both the Infected and Buffer Zones. DRAPN, the regional agricultural authority, implements specific actions, such as the following:

• ✓ Destruction of infected plants and others of the same species.
• ✓ Destruction of all plants listed in Annex I and II of the EU Implementing Regulation (EU) 2020/1201.
• ✓ Destruction of all host plants located within a 50 m radius of a confirmed infected plant, regardless of their testing status, in order to comply with eradication rules.

During the study period, detailed data on the number and species of plants destroyed within the Demarcated Zones was collected.

2.3. Price Collection Phase

After the eradication phase was completed, the data on the number and types of plant species destroyed was sent to an external company. This company is officially responsible for removing and destroying the affected plants in the Demarcated Zones in Northern Portugal. In addition to determining the replacement costs, the same data was shared to obtain cost estimates for acquiring these plants for replanting outside the Demarcated Zone in compliance with quarantine regulations. These estimates help calculate the expenses required to restore the vegetation by replanting species that were removed during the eradication process. Overall, this phase focuses on assessing the financial impact of both removing infected plants and procuring new ones for replanting, providing a comprehensive view of the costs involved in the eradication efforts.

The total replanting cost can be expressed as follows:

$$TotalCost=\sum _{i=1}^n(N_i\times (C_i^{removal}+C_i^{replanting}\left)\right)$$

(5)

where

Ni = number of plants of species i destroyed

Ci removal = cost of removing and destroying one plant of species i

Ci replanting = cost of acquiring and replanting one plant of species i

n = total number of affected plant species

2.4. Assessing the Effectiveness of Eradication Measures

To assess the effectiveness of the eradication measures, we analyzed the annual number of positive Xf cases recorded in each demarcated zone between 2019 and June 2023. After sending the prospective samples to the INIAV Laboratory, the official detection records were compiled and grouped by year and geographic zone, enabling a temporal and spatial evaluation of disease occurrence. Trends in the number of positive cases per zone were examined to determine whether there was a decrease, stabilization, or increase following the implementation of control measures. Additionally, the data was used to assess whether the bacterium remained confined to the initial zones of detection or spread to new areas. This method allowed us to evaluate the success of eradication efforts in both reducing disease prevalence and containing its geographic spread over time.

2.5. Data Collection, Organization, and Treatment Phase

In this phase, all the data collected during the eradication efforts was systematically organized for analysis. This data included the number and types of plants destroyed, the prices associated with plant destruction and replacement, and the costs incurred for implementing eradication measures. Once the data was organized, key variables were selected for statistical analysis. These variables were essential for understanding the financial costs (such as destruction and replacement costs and prospection costs) and biological impacts (such as the number and variety of species affected) of the eradication efforts. The descriptive analysis was conducted using JMP Version 17, a specialized software developed by the SAS Institute, Cary, NC, USA. This analysis provided insights into the overall effectiveness of the eradication measures, helping to quantify both the financial burden and the biological consequences, thereby enabling better planning and decision-making for future eradication strategies.

3. Results

3.1. Plant Prospection Costs

The evaluation of plant prospection costs in

Table 2. Unit costs associated with plant prospection activities for Xylella fastidiosa detection in the northern region of Portugal. This table presents the standardized pricing structure applied to various plant prospection activities carried out as part of the official surveillance program targeting Xylella fastidiosa. The costs reflect the financial expenditures related to visual inspections, sample collection, laboratory testing, and field logistics.

Species	Price for Prospection (EUR)
Asparagus acutifolius	EUR 7151.1
Brassica L.	EUR 9621.5
Citrus	EUR 27,303.2
Citrus limon	EUR 10,011.2
Citrus sinensis	EUR 11,831.4
Dodonea viscosa	EUR 11,831.8
Eugenia myrtifolia Sims	EUR 6631.0
Euryops chrysanthemoides	EUR 12,741.9
Ficus carica L.	EUR 11,051.3
Hebe	EUR 9751,5
Hedera helix L.	EUR 20,933.2
Ilex Aquifolium L.	EUR 15,017.3
Laurus nobilis L.	EUR 25,028.8
Lavandula angustifólia L.	EUR 6891.0
Lavandula dentata L.	EUR 20,608.1
Lonicera japonica Thunb.	EUR 8451.3
Metrosideros excelsea	EUR 19,828.0
Nerium oleander L.	EUR 21,583.3
Olea europaea L.	EUR 54,736.3
Unknown	EUR 480,228.1
Pelargonium graveolens	EUR 27,889.2
Prunus domestica L.	EUR 9036
Prunus dulcis	EUR 10,726.2
Prunus laurocerasus	EUR 16,836.9
Prunus lusitanica	EUR 6695.8
Prunus persica	EUR 7215.8
Prunus sp.	EUR 11,246.3
Pteridium aquilinum	EUR 10,206.6
Quercus robur L.	EUR 10,011.2
Quercus sp.	EUR 16,316.9
Quercus suber L.	EUR 19,762.3
Rosa spp.	EUR 22,818.5
Rubus	EUR 10,921.7
Strelitzia reginae Aiton	EUR 7801.2
Veronica sp.	EUR 6956.1
Vitis vinifera	EUR 11,898.3
Total	EUR 997,570.2

was based on the fee schedule from the General Directorate of Food and Veterinary Services for the production and commercialization of plant propagation materials.

The total cost of prospection activities for detecting Xylella fastidiosa in northern Portugal amounted to EUR 997,570.20, reflecting the extensive monitoring efforts required across multiple plant species. Cost variation among species is influenced by factors such as ecological importance, susceptibility to the bacterium, and the scale of monitoring needed.

Olea europaea (olive tree) incurred the highest prospection cost at EUR 54,736.30, representing 5.5% of the total, highlighting its agricultural significance and the priority given to its health management. Other high-cost species include Pelargonium graveolens (EUR 27,889.20; 2.8%) and Citrus spp. (EUR 27,303.20; 2.7%). Laurus nobilis also showed a considerable cost (EUR 25,028.80; 2.5%), reflecting its widespread occurrence. Species such as Rosa spp. (EUR 22,818.50; 2.3%), Nerium oleander (EUR 21,583.30; 2.2%), Hedera helix (EUR 20,933.20; 2.1%), and Lavandula dentata (EUR 20,608.10; 2.1%) received significant monitoring investment, indicating their relevance for surveillance.

Notably, the “Unknown” category accounted for the largest single expense at EUR 480,228.10, equivalent to 48% of the total prospection costs. This reflects samples for which species identification was not possible, underscoring the need for improved taxonomic resolution in future monitoring efforts.

3.2. Description of the Uprooted Species

Following confirmation of Xylella fastidiosa presence, mandatory phytosanitary measures were enacted, involving uprooting and incineration of infected plants within the Demarcated Zones.

Table 3. Total number of plants destroyed as part of Xylella fastidiosa eradication measures in the northern region of Portugal. This table provides a detailed breakdown of the number of plant specimens that were removed and destroyed following the detection of Xylella fastidiosa in demarcated areas of northern Portugal. The table categorizes plant removals by species, offering insights into the scale of intervention. This quantitative information is critical for evaluating the intensity and reach of eradication measures, as well as their associated ecological and economic implications.

Species	Number of Plants
Asparagus acutifolius	175
Citrus limon	21
Citrus sinensis	14
Dodonea viscosa	1943
Euryops chrysanthemoides	245
Ficus carica	17
Hebe sp.	2178
Hedera helix	840
Ilex aquifolium	197
Laurus nobilis	402
Lavandula angustifólia	148
Lavandula dentata	1152
Lonicera japonica	496
Metrosideros excelsea	447
Nerium oleander	239
Olea europaea	7024
Pelargonium graveolens	3509
Pelargonium sp.	37
Prunus domestica	21
Prunus dulcis	25
Prunus laurocerasus	154
Prunus persica	50
Pteridium aquilinum	360,324
Quercus robur	3511
Quercus suber	236
Rosa spp.	1106
Rubus sp.	43
Spontaneous herbaceous plants	27,636
Strelitzia reginae	85
Veronica sp.	242
Vitis vinifera	7
Total	412,524

details the species and quantities of plants removed during the study period.

The most abundant species uprooted was Pteridium aquilinum (bracken fern) with 360,324 individuals (87.3% of total plants removed), reflecting its widespread presence and the extensive area affected. Olea europaea (olive tree) was the second most common species with 7024 plants (1.7%), underscoring its economic importance. Other frequently removed species included Quercus robur (3511 plants; 0.85%), Pelargonium graveolens (3509 plants; 0.85%), and Rosa spp. (1106 plants; 0.27%).

Species present in lower numbers, such as Vitis vinifera (7 plants; 0.002%), Citrus sinensis (14 plants; 0.003%), and Citrus limon (21 plants; 0.005%), suggest more limited cultivation or presence in the affected zones. The removal of 27,636 spontaneous herbaceous plants (6.7%) indicates a rich herbaceous flora, adding complexity to ecological restoration considerations.

3.3. Uprooting Costs by Species

Costs for plant removal and destruction varied considerably, influenced by factors such as plant size, density, removal complexity, and ecological considerations.

Table 4. Species-specific destruction costs incurred during Xylella fastidiosa eradication measures in northern Portugal. This table presents a detailed overview of the direct costs associated with the destruction of individual plant species identified as hosts of Xylella fastidiosa within the demarcated zones of northern Portugal. The values represent the financial expenditures required for the uprooting, removal, and proper disposal of infected or potentially infected plants, as part of the officially mandated eradication protocol.

Species	Price for Destruction (EUR)
Asparagus acutifolius	700
Citrus limon	525
Citrus sinensis	350
Dodonea viscosa	7772
Euryops chrysanthemoides	735
Ficus carica	425
Hebe sp.	8712
Hedera helix	1260
Ilex aquifolium	6895
Laurus nobilis	4422
Lavandula angustifolia	592
Lavandula dentata	4608
Lonicera japonica	1984
Metrosideros excelsea	6705
Nerium oleander	2151
Olea europaea	245,840
Pelargonium graveolens	7018
Pelargonium sp.	74
Prunus domestica	588
Prunus dulcis	725
Prunus laurocerasus	1848
Prunus persica	1250
Pteridium aquilinum	540,486
Quercus robur	140,440
Quercus suber	9440
Rosa spp.	4424
Rubus sp.	258
Spontaneous herbaceous plants	41,454
Strelitzia reginae	1530
Veronica sp.	363
Vitis vinifera	77
Total	1,043,651

summarizes species-specific destruction costs, totaling EUR 1,043,651.

The highest costs were associated with Pteridium aquilinum (EUR 540,486; 51.8%), driven by its overwhelming abundance and the logistical challenges of clearing large areas. Olea europaea followed with EUR 245,840 (23.5%), reflecting both the number of plants and removal difficulty. Other notable costs included Quercus robur (EUR 140,440; 13.5%) and Hebe spp. (EUR 8712; 0.8%).

Lower-cost species, such as Prunus domestica (EUR 588; 0.06%) and Lavandula angustifolia (EUR 592; 0.06%), likely incurred reduced expenses due to smaller plant size or simpler removal. The destruction cost for spontaneous herbaceous plants was EUR 41,454 (4.0%), demonstrating how large quantities can still represent a significant financial burden despite lower per-plant costs.

3.4. Replacement Costs by Species

In addition to destruction expenses, replacement costs were estimated to assess financial implications for vegetation restoration outside the DZs.

Table 5. Costs associated with the replacement of plants destroyed during Xylella fastidiosa eradication efforts in northern Portugal. This table details the financial expenditures related to the replanting and restoration of vegetation following the removal of Xylella fastidiosa-infected plants as part of official eradication measures. The costs include procurement of replacement plant material, planting labor, site preparation, and any associated maintenance activities required to establish new vegetation.

Species	Price for Replacement
Asparagus acutifolius	2625
Citrus limon	840
Citrus sinensis	560
Dodonea viscosa	21,373
Euryops chrysanthemoides	1715
Ficus carica	680
Hebe	17,424
Hedera helix	2310
Ilex Aquifolium	16,745
Laurus nobilis	15,276
Lavandula angustifólia	1332
Lavandula dentata	10,368
Lonicera japonica	5952
Metrosideros excelsea	20,115
Nerium oleander	6453
Olea europaea	526,800
Pelargonium graveolens	11,404.25
Pelargonium sp.	129.5
Prunus domestica	1260
Prunus dulcis	1375
Prunus laurocerasus	3850
Prunus persica	2750
Pteridium aquilinum	5,765,184
Quercus robur	333,545
Quercus suber	21,240
Rosa spp.	9954
Rubus	645
Spontaneous herbaceous plants	0
Strelitzia reginae Aiton	2720
Veronica sp.	968
Vitis vinifera	98
Total	6,805,690.75

presents these costs, amounting to a total of EUR 6,805,690.75.

Pteridium aquilinum again dominated costs at EUR 5,765,184 (84.7%), reflecting the high number of plants removed. Olea europaea replacement costs (EUR 526,800; 7.7%) emphasize the economic and cultural importance of olive trees. Quercus robur (EUR 333,545; 4.9%) also showed substantial restoration investment.

Lower replacement costs were observed for species like Citrus limon (EUR 840; 0.01%), Citrus sinensis (EUR 560; 0.01%), and Vitis vinifera (EUR 98; <0.01%), suggesting ease of procurement and planting. Spontaneous herbaceous plants required no replacement costs, as they naturally regenerate.

It is important to highlight that restoration represents a significant financial burden, with almost EUR 6.8 million estimated for replanting. Moreover, there are no applicable subsidies for most owners, placing the responsibility for replanting squarely on private landowners.

In northern Portugal, eradication efforts demanded substantial economic investment, shaped by factors such as host plant abundance, logistical complexity, and species-specific characteristics. Among these, the disproportionately high costs associated with the removal and replacement of Pteridium aquilinum underscore the magnitude of the challenge. This fern is widespread in the region’s wild flora, though it can also be cultivated for certain purposes. Its inclusion in our results reflects the strict enforcement of eradication regulations, which mandate the removal of all recognized host species within demarcated areas, regardless of their agronomic or economic value. The replanting costs attributed to P. aquilinum were calculated using the same standardized methodology applied to all host species in this study, as detailed in the Methods section, ensuring consistency and comparability across results. Improving species identification during prospection and integrating ecological considerations into replanting could optimize resource allocation and enhance long-term restoration outcomes.

3.5. Effectiveness of Eradication Measures

The analysis of positive Xylella fastidiosa cases from 2019 to June 2023, in

Table 6. Number of positive Xylella fastidiosa cases detected (P) and samples collected (S) annually from 2019 to June 2023 across different demarcated zones in northern Portugal. The data show a significant decrease in cases in the Porto zone, the primary area of detection, while sporadic positive detections appear in surrounding zones starting in 2022.

	2019		2020		2021		2022		2023
	P	S	P	S	P	S	P	S	P	S
Porto ZD	124	4977	51	2914	31	3115	82	3287	5	951
Baião ZD	0	0	0	0	0	0	1	1	1	45
Bougado ZD	0	0	0	0	0	0	2	74	1	50
Alijó Zd	0	0	0	0	0	0	1	52	0	222
Sabrosa ZD	0	0	0	0	0	0	1	1	0	110
Mirandela ZD	0	0	0	0	0	0	1	149	0	338
MirandelaI II ZD	0	0	0	0	0	0	1	141	0	716

, across the demarcated zones revealed a marked decline in the Porto zone, the initial detection site. In 2019, Porto recorded 124 positive cases, which decreased substantially to 51 in 2020, 31 in 2021, then showed a slight increase to 82 in 2022 before dropping again to 5 cases in 2023. Other demarcated zones showed minimal or no cases during the early years but registered isolated positive detections starting in 2022: Baião (1 case in 2022 and 2023), Bougado (2 cases in 2022 and 1 in 2023), Alijó (1 case in 2022), Sabrosa (1 case in 2022), Mirandela (1 case in 2022), and Mirandela I & II (1 case in 2022). These data indicate that while the bacterium remained largely confined to the Porto zone, sporadic cases appeared in surrounding zones from 2022 onward. Overall, the downward trend in the primary zone suggests that eradication measures have been effective in reducing the disease prevalence, although continued surveillance is necessary to prevent further spread.

4. Discussion

Between January 2019 and June 2023, the bacterium Xf established itself as a major threat to agriculture in northern Portugal, affecting key crops that are essential to both the regional and national economy. Among the primary host species identified by Cavalieri et al. [32] are grapevine, potato, tomato, pear, plum, citrus, olive, avocado, and blueberry. The presence of this pathogen poses significant risks to production and exports, requiring costly containment and eradication measures.

During the period analyzed, a total of 412,524 plants were eradicated, with estimated costs of EUR 1,043,651 for destruction, EUR 6,805,690.75 for replanting, and EUR 997,570.20 allocated to prospection activities. These figures reflect the severity of the situation and the urgent need for action to prevent the pathogen from spreading. It is crucial to understand that, despite its high cost, prospection remains one of the most effective strategies to mitigate long-term impacts.

Regarding olive trees, only four trees were confirmed as infected. A total of 7024 olive trees were uprooted in northern Portugal, predominantly within the Trás-os-Montes region, as part of designated control zones established to mitigate the spread of Xf and safeguard agricultural integrity. Most of these removals were carried out as a preventive measure, rather than as a response to confirmed infection, preventing any direct assessment of the bacterium’s impact on healthy or uninfected trees. Consequently, the actual pathogenic effect of Xf on olive trees in this region remains unclear, and the large-scale destruction of olive groves obscures potential observations of disease development, symptom expression, or long-term crop loss, which are essential for understanding the real epidemiological threat of the bacterium in northern Portugal. The direct costs associated with tree destruction were estimated at EUR 245,840, while the replanting of these olive trees required an additional investment of approximately EUR 526,800. Furthermore, the financial implications of ongoing surveillance and monitoring, referred to as prospection, were estimated at EUR 54,736.3.

The presence of Xf in Olea europaea, particularly in the Trás-os-Montes and Alto Douro regions, poses substantial economic and ecological risks and underscores the necessity of systematic prospection. Olive trees constitute a critical component of the agricultural landscape in this area, with olive oil production representing a major economic activity. In 2022, the regional olive oil output reached 79,317 hectoliters, with an estimated market value of EUR 5,393,556 [33,34]. The introduction of Xf into these regions could result in significant economic losses, as infected trees must be removed to prevent pathogen dissemination. Ecologically, the destruction of olive groves may have severe consequences, given their role in supporting local biodiversity, maintaining soil stability, and contributing to watershed management.

Historical evidence corroborates the potential severity of Xf impacts. Scholten et al. reported extensive damage in large-scale olive orchards, which comprise approximately 80% of the total orchard area, suggesting that the affected region could encompass up to 650 km². This area corresponds to an estimated 6.5 million olive trees, based on a planting density of 100 trees per hectare [35]. Schneider et al. projected that, should the disease spread beyond its current range in Italy, the decline in consumer welfare could amount to EUR 4.1–10.3 billion over a 50-year horizon, contingent on the rate of disease propagation. Similarly, potential introduction into Greece or Spain could generate consumer costs ranging from EUR 0.4–3.3 billion and EUR 1.8–53 billion, respectively [1].

According to Italia Olivicola, losses in olive oil production between 2017 and 2019 were approximately EUR 390 million. When including downstream economic activities, such as milling, bottling, trade, and distribution, total losses could reach approximately EUR 1 billion. During this period, average annual production decreased by 29,000 tons, corresponding to a 9.5% reduction in Italian olive oil output [36]. Sanchez et al. reported that the impact of Xf on EU crop yields varies with tree age, with olives older than 30 years experiencing a median yield loss of 69.1%, while younger trees (<30 years) exhibit a median loss of 34.6% [37].

Cardone estimated that the total value of olive production losses across nine NENA (North Africa and the Near East) countries is approximately EUR 920 million, ranging from EUR 23.3 million in Lebanon (2% of total losses) to EUR 227.8 million in Morocco (23% of total losses) [38]. Luvisi et al. (2017) further estimated that the cost per deceased olive tree is approximately EUR 115, accompanied by a 31% increase in associated management expenses [39].

Beyond immediate economic losses, the presence of Xf poses considerable environmental and cultural challenges. Reduced olive production affects not only the supply of olives and olive oil but also the livelihoods of communities dependent on this sector. Olive trees play a fundamental role in Mediterranean landscapes and biodiversity; their removal disrupts ecological balance, affecting soil quality and ecosystem services. Moreover, olive trees hold significant cultural and historical value, and the decline of these groves due to Xf represents a substantial loss of heritage and traditional identity.

In the northern region of Portugal, a total of 35 citrus plants were destroyed as part of containment measures aimed at controlling the spread of Xf. The direct costs associated with the destruction of these plants were estimated at EUR 875, covering expenses related to physical removal, transportation, and disposal. An additional investment of EUR 1400 was required to replace the destroyed citrus plants. This estimate does not account for supplementary expenditures related to soil preparation, irrigation, fertilization, or the period necessary for newly planted trees to reach productive maturity.

The estimated cost of citrus surveillance and monitoring (prospection) in the region amounted to EUR 49,145, highlighting a substantial financial burden relative to the direct destruction and replacement costs. Such cost disparities may raise concerns regarding the feasibility of current management strategies and could potentially discourage stakeholders from undertaking essential monitoring and control measures. The delayed productivity of replanted crops, coupled with the ongoing financial and labor demands of maintenance, further complicates decision-making for local farmers. Additionally, the loss of citrus plants may influence local market dynamics; reduced production could elevate prices for remaining fruits, potentially diminishing their competitiveness relative to imported alternatives. Restrictions on plant movement may further constrain trade opportunities and reduce overall revenue. In this context, proactive investment in regular prospection represents a strategic approach to mitigating disease spread and associated economic losses.

In 2022, the sale of 215,839 fruit trees in the Trás-os-Montes region generated revenue totaling approximately EUR 1,191,431.28 [40], underscoring the economic significance of fruit tree cultivation in the area and the potential consequences of plant pathogen outbreaks such as Xf. Regarding Prunus species, only one tree of each of the following species was confirmed as infected: Prunus cerasifera Ehrh., Prunus persica (L.) Batsch, and Prunus laurocerasus. All other trees of these species were removed as part of the eradication measures, regardless of infection status. In addition to Prunus species, other fruit crops were also destroyed preventively, including 17 fig trees (Ficus carica), 21 plum trees (Prunus domestica), 25 almond trees (Prunus dulcis), and 50 peach trees (Prunus persica). These data indicate that most removals were carried out as a precaution within eradication perimeters, independently of the plants’ infection status. Therefore, the direct impact of the bacterium on fruit trees remains uncertain, as the preventive destruction has prevented assessment of whether the remaining plants would have developed symptoms or sustained the infection—information that is crucial for understanding the real risk posed by the bacterium in northern Portugal’s crops. The estimated cost of destruction for these plants was EUR 2988, while replanting required a further investment of approximately EUR 6065. Prospection and ongoing monitoring activities incurred additional expenses totaling EUR 38,029.

According to Sanchez et al. [37], various citrus species in the European Union experience an average yield loss of 10.9% due to Xf, demonstrating the widespread and detrimental impact of this pathogen across multiple fruit crops. Economic assessments indicate that, in New Zealand, annual losses attributed to Xf reach approximately EUR 110 million, corresponding to roughly 6% of the country’s total citrus production [41].

At a broader regional scale, collective losses in citrus production across NENA (North Africa and the Near East) countries are estimated at EUR 200,883,835, with Morocco and Syria representing 41.7% and 32.1% of these losses, respectively [41]. These figures highlight the urgent need for effective management strategies to mitigate the impact of Xf and safeguard both farmer livelihoods and regional agricultural economies. Overall, data from Trás-os-Montes, alongside EU and NENA estimates, underscore the critical importance of coordinated efforts in research, monitoring, and implementation of containment measures. Protecting fruit production is essential not only for maintaining agricultural income but also for ensuring regional food security and economic stability.

In the northern region of Portugal, seven vineyards were uprooted within designated zones established to control the spread of Xf and to preserve agricultural integrity. Although limited in scale, the destruction incurred costs were estimated at EUR 77. Replanting these vineyards required an additional investment of approximately EUR 98 per plant. Moreover, ongoing monitoring and assessment activities (prospection) were associated with costs of EUR 11,898.3. While destruction and replanting address immediate threats, the relatively higher expenditure on prospection represents a long-term investment that enables early detection and management of potential infections, potentially mitigating larger-scale losses in the future. Prioritizing proactive monitoring can reduce the need for costly future interventions, thereby enhancing agricultural sustainability.

Maintaining vineyard health is critical not only for the economic stability of the region but also for preserving the cultural and agricultural heritage embedded in wine production in northern Portugal. The introduction of Xf into the Douro demarcated zone could cause significant economic and ecological consequences, including vineyard destruction and disruption of the region’s delicate ecosystem. In 2022, total wine production in the Duriense Region exceeded 159 million liters, accounting for 21% of national production [42]. Vineyard cultivation also involves substantial labor demands due to the challenging terrain, with most farms being small-scale and minimally mechanized. This contributes to rural employment and social inclusion, emphasizing the strategic importance of vineyard culture for regional development.

The Douro Demarcated Region holds additional cultural significance, encompassing sub-regions such as the Alto Douro Vinhateiro, which covers approximately 10% of the area and was designated as a UNESCO World Heritage Site in 2001. This area represents a living cultural landscape, reflecting historical and heritage values [32,43].

Yield loss data from Sanchez et al. indicate that in southern EU regions affected by Xf, wine grapes experienced a median yield loss of 2.1%, whereas table grapes experienced a median loss of 1.0%. In northern EU regions, wine grapes showed a median yield loss of 0.5% [37]. Across the nine NENA countries, combined grape production losses due to Xf are estimated at approximately EUR 9.2 million, with 65% attributed to table grapes and 35% to wine grapes. The most affected countries are Syria (27.4%), Morocco (23.6%), Egypt (16.1%), and Algeria (13%), while Lebanon and Tunisia are projected to experience 7.8% and 7.5% losses, respectively. Jordan, Palestine, and Libya are expected to incur the lowest losses, at 2.2%, 1.3%, and 1.1%, respectively.

Considering both harvested area and production losses, the estimated gross margin loss for table grapes is approximately 10%, totaling EUR 2,150,000 (ranging from EUR 33,000 in Jordan to EUR 610,000 in Egypt). For wine grapes, the gross margin loss is estimated at 9%, totaling EUR 315,000 (ranging from EUR 1700 in Jordan to EUR 105,000 in Algeria) [38]. According to Frem et al., if Xf were to fully spread among Lebanese wine grapes, potential gross revenue losses could reach nearly EUR 10.1 million over an average recovery period of four years, escalating to approximately EUR 75.8 million over the 30-year lifespan of a grapevine if infected plants are not replaced [9].

Ornamental plants were also heavily impacted by Xf. A total of 373,919 units were destroyed, incurring EUR 602,279 in eradication costs and nearly EUR 5.9 million in replanting. Prospection totaled EUR 282,663. Species such as Lavandula, Rosa, and Nerium oleander play not only aesthetic but also ecological roles. According to Ali et al., the availability of ornamentals in the EU may decrease by about 38% due to Xf [35]. In the U.S., damages related to oleander in California were estimated at EUR 115 million [44].

The destruction of 3747 specimens of the Quercus genus is also noteworthy, with EUR 149,880 in removal costs and EUR 354,785 for replanting. Prospection in this case cost EUR 46,090. The ecological importance of Quercus pyrenaica, found across approximately 62,000 hectares in the Bragança region, is undeniable [45,46]. In urban contexts such as New Jersey, the replacement value of oak trees can exceed EUR 7000 per specimen [47].

However, there are many more implications caused by the destruction of plants with Xf. According to Sanchez et al., nearly 300,000 jobs linked to production are at risk, particularly in the primary production sectors of olive trees, citrus, almonds, and grapes [37]. Additionally, around 70 agricultural products, such as citrus fruits, olives, almonds, raisins, grapes, asparagus, and cherries, which are covered by EU quality labels, are susceptible to Xf [37]. Table olives and olive oil production are anticipated to decrease due to a decline in both the quantity and quality of fruits, resulting from the death, dieback, and delayed growth of olive trees, as well as the restriction on planting susceptible varieties [48]. It typically takes up to 20 years in traditional farming systems and 5–8 years in intensive farming systems with irrigation for newly planted olive trees to reach full productivity. This decline also leads to a short-term reduction in food provisioning due to non- and less-productive periods of newly planted perennial crops [49].

This pathogen may also impact the ecosystem by harming rural landscapes, including Italy’s notable olive orchards, with estimated average socio-ecological losses ranging between EUR 1017 and EUR 1059 per hectare [9]. The destruction of ancient olive groves leads to the irretrievable loss of both historical-cultural significance and natural heritage [50].

Gardening and landscaping practices are also anticipated to undergo changes due to the impact on monumental trees and ornamental species. According to Ali et al., the biodiversity is expected to decrease by approximately 35% in the short term and 32% in the long term, on average [48].

Moreover, replanting of non-susceptible cultivars may result in genetic uniformity that makes the cultivars susceptible to other pests/diseases. Also, the intensive agricultural practices will negatively impact spittlebug populations, either directly through the application of lethal insecticides or indirectly through the removal of herbaceous vegetation [51]. Specifically, the transformation of the forest into neglected spaces may exacerbate disturbances in the soundscape associated with the fauna inhabiting these traditional [50].

Several studies suggest that trees and green spaces positively influence individuals’ perceived health, offering social and biological advantages. These benefits encompass improved attention, stress reduction, increased life satisfaction, and enhanced positive emotions [52,53,54]. The destruction of these species could result in negative psychological effects on the population. Also, the absence of these trees and their canopies will lead to elevated soil temperature and evaporation rates, while also reducing CO₂ sequestration. Experts highlighted that the loss of foliage cover contributed to higher temperatures, reduced precipitation, and diminished regulation of air quality [50].

Xf has significantly affected the nursery market due to restrictions on planting and commercialization in demarcated areas. Farmers may face additional expenses, such as replanting or grafting, clearing vines or host plants along the property edges to establish a buffer, spraying insecticides to control the vector population, clearing riparian vegetation (potentially hindered by legislative obstacles and accompanied by environmental costs), and implementing more rigorous weed control to eliminate potential vectors and host plants (resulting in erosion-related expenses). They may start abandoning their orchards due to the production decrease. The abandoned orchards will contain dried vegetation (e.g., weeds) that will increase the risk of fire. Consequently, all communities could be negatively affected.

Based on the presented data, prospection should be considered a strategic and essential investment. The significant reduction in positive cases within the demarcated Porto zone—from 124 in 2019 to only 5 in 2023—demonstrates the effectiveness of the eradication and control measures implemented. The comparison between the number of positive cases and the number of samples collected provides valuable insights into the dynamics of Xf detection in northern Portugal. In the Porto Demarcated Zone, the proportion of positive samples decreased from 3.7% in 2019 to only 0.5% in 2023, reflecting a progressive control of the initial outbreak. This reduction was not only due to the decline in absolute positive cases but also to the fact that, even when sampling efforts were very high (nearly 5000 samples in 2019), the infection rate remained relatively moderate. The slight increase observed in 2022 (2.5%) likely corresponds to residual foci, but the sharp decline in 2023 demonstrates the effectiveness of the eradication measures implemented.

In the surrounding zones, the relationship between positive cases and collected samples showed a different pattern. In 2022, apparently high detection rates were recorded (100% in Baião and Sabrosa), but these values resulted from the very limited number of samples collected in those zones during that year (only one sample in each case). When the sampling effort increased substantially in 2023 (e.g., 222 samples in Alijó; 716 in Mirandela II), positive cases either disappeared or dropped to very low levels. This suggests that the initial detections were isolated cases rather than established outbreaks, which enabled a rapid containment response.

Overall, the joint analysis of positive detections and sampling effort leads to two main conclusions. First, in the Porto ZD, the decreasing proportion of positives confirms the successful control of the disease in the epicenter of the outbreak. Second, in the peripheral zones, while detection rates initially appeared high, they were strongly influenced by the low number of samples collected. Once sampling was expanded, the results indicated that the infection was only residual. This highlights the importance of maintaining a robust and consistent sampling strategy, since conclusions drawn from very limited data can overestimate the real scale of infection.

Taken together, these results show that the eradication program has been largely successful in reducing the presence of Xf in northern Portugal, while also underscoring the need for continued vigilance in surrounding areas to prevent the establishment of new foci.

The positive outcome observed in Porto serves as a case study demonstrating that proactive phytosanitary measures can produce tangible results in controlling Xf. Nonetheless, the persistence of 20 demarcated zones across Portugal indicates that the pathogen remains a continuous threat, necessitating ongoing vigilance and adaptive management strategies tailored to local conditions. The presence of multiple demarcated zones suggests that, despite successful containment in the initial epicenter, Xf continues to pose challenges nationwide, affecting several regions either currently or at risk.

Even when the number of cases in newly affected zones is low, the presence and spread of Xf underscores the critical importance of maintaining and strengthening monitoring and eradication efforts to prevent uncontrolled dissemination. The geographic dispersion of these zones justifies the substantial economic investment required, as effective pathogen management extends beyond a single area and necessitates targeted interventions across multiple regions. Furthermore, the fragmentation of affected areas increases the complexity of control operations due to diverse ecological, logistical, and operational conditions.

From a biological perspective, the existence of multiple demarcated zones illustrates the bacterium’s capacity to colonize a variety of habitats, thereby amplifying its potential impact on both biodiversity and agricultural systems. Nevertheless, the fact that most zones report only a limited number of positive cases suggests that, although Xf is present in multiple locations, current eradication and monitoring measures remain effective in preventing extensive proliferation.

Moreover, although many infections in northern Portugal remain asymptomatic, particularly in olive and almond trees, this should not be interpreted as an absence of disease. Host plant trials reported that 91.1% of sampled plants did not display symptoms despite confirmed infection [26], and repeated observations on oak [55] over 10 months demonstrated partial resistance. The rapid implementation of eradication measures, along with regulatory constraints limiting field experiments, has so far hindered a full assessment of symptom development and long-term impact. These findings highlight the importance of continued monitoring, careful interpretation of asymptomatic infections, and further research to determine the true epidemiological and economic significance of Xf in northern Portugal.

In this context, refining the prospection methodology is crucial to enhance operational efficiency and cost-effectiveness. Strategic adjustments should include the prioritization of host species based on susceptibility and economic importance within each region, aligned with local vegetation profiles and the phenological stages of crops, as pathogen expression often coincides with specific growth phases. Additionally, sampling schedules should be synchronized with the biological cycles of principal insect vectors to maximize detection probability, allowing for early identification of infections and timely implementation of control measures.

Continuous training of field teams remains a cornerstone of an effective prospection program. An optimized framework requires a regionally adapted, integrative approach, encompassing prioritization of high-risk host species, alignment of sampling schedules with vector and host plant dynamics, and implementation of precise sampling protocols that reflect local vegetation structure. Detailed knowledge of regional flora is essential for accurate identification of primary and secondary hosts, while understanding the seasonal dynamics of vectors and hosts is key for optimizing detection and intervention timing. Is essential to reduce generic classifications such as the “Unknown” category, which ac-counted for 48% of prospection costs (EUR 480,228.10). Minimizing these uncertainties enables more efficient resource allocation and strengthens epidemiological accuracy.

Standardized yet adaptable methodologies, combined with ongoing technical training, ensure consistent data collection and minimize diagnostic errors. Investment in botanical education, applied research, and molecular tools is indispensable. This includes expanded field taxonomy instruction, adoption of DNA barcoding for accurate species identification, and development of standardized protocols to enhance reproducibility. Methodological improvements may also incorporate digital technologies, such as drones and remote sensing for vegetation mapping and seasonal monitoring, alongside environmental sensors to correlate vector presence with ecological conditions. Molecular approaches, including metabarcoding, environmental DNA (eDNA), and rapid diagnostics (qPCR, LAMP), provide sensitive and timely detection of the pathogen.

Engaging local communities through citizen science initiatives further expands spatial coverage and facilitates early detection of anomalous symptoms. Predictive modeling and GIS-based analyses that integrate ecological, climatic, and biological data can identify priority surveillance areas. Collaborative networks, shared databases, and regional reference collections of hosts, vectors, and DNA sequences strengthen identification consistency and reproducibility. Adaptive protocols, periodically updated with new ecological knowledge, ensure that prospection efforts remain robust and responsive to emerging threats.

Finally, sustained support for scientific research is indispensable. Studies examining interactions among Xf, host species, and vectors under varying environmental conditions are crucial for predicting outbreaks and refining containment strategies. A comprehensive understanding of pathogen survival rates, vector activity periods, and transmission dynamics can guide interventions that are both preventive and responsive. Equally important is the evaluation of cultivar resistance and the ecological consequences of control measures, ensuring long-term sustainability and effectiveness.

In conclusion, a well-calibrated, integrated, and evidence-based prospection program constitutes a vital tool for safeguarding agricultural sustainability. It reduces economic losses, preserves rural livelihoods, and protects the natural and cultural heritage of northern Portugal against the escalating threat posed by Xf.

5. Conclusions

Between January 2019 and June 2023, Xylella fastidiosa emerged as a critical threat to agriculture in northern Portugal, impacting key crops such as olives, grapes, citrus, and other fruit trees that are central to both regional and national economies. Coordinated containment measures—including eradication, replanting, and systematic prospection—have demonstrated notable effectiveness, particularly in the Porto demarcated zone, where positive cases decreased to just 5 in 2023. These results illustrate that proactive phytosanitary interventions, combined with rigorous monitoring, can substantially limit pathogen spread and prevent the establishment of new infection foci.

The economic implications of managing Xf are substantial. Across all affected crops, the costs associated with destruction, replanting, and ongoing prospection exceeded several million euros. Although prospection represents a significant financial commitment, it has proven to be a cost-effective strategy, enabling early detection, guiding timely interventions, and preventing larger-scale outbreaks that result in far greater expenses. For example, in the olive sector alone, over 7000 trees were uprooted, with direct destruction costs of EUR 245,840, replanting costs of EUR 526,800, and prospection expenses of EUR 54,736. This comparison highlights that, while destruction and replanting address immediate threats, investment in monitoring provides long-term benefits by safeguarding productivity and reducing potential future losses.

Beyond economics, Xf poses significant ecological and cultural risks. Olive groves, vineyards, and other affected crops play a central role in local biodiversity, soil conservation, and watershed management. Their removal disrupts ecological balance and threatens essential ecosystem services. Moreover, these crops are deeply embedded in the cultural identity and heritage of northern Portugal, with vineyards in the Douro Demarcated Region recognized as a UNESCO World Heritage Site. The loss of traditional olive orchards and vineyards will not only diminish economic productivity but also erode centuries of cultural and agricultural heritage.

Effective containment relies on a comprehensive, regionally adapted prospection program. Such a program must prioritize high-risk host species, synchronize sampling with crop phenology and vector activity cycles, and implement precise, standardized protocols to ensure data quality across diverse habitats. The integration of molecular diagnostics, environmental DNA (eDNA) techniques, remote sensing, GIS-based modeling, and citizen science initiatives further enhances detection capacity and spatial coverage. Continuous technical training, investment in taxonomy, and research on pathogen–host–vector interactions are essential for adapting strategies in response to evolving ecological conditions.

The experience in northern Portugal demonstrates that integrated, evidence-based management can significantly reduce the presence of Xf while protecting agricultural productivity, rural livelihoods, and ecological and cultural heritage. Maintaining vigilance across multiple demarcated zones, combined with strategic investments in monitoring, research, and community engagement, is crucial to ensuring long-term resilience. Lessons learned from this region underscore the need for coordinated action that integrates economic, ecological, and social considerations to mitigate the impact of emerging phytopathogens and safeguard the sustainability of Mediterranean agroecosystems.

Long-term adaptation strategies require robust collaboration among scientists, public authorities, and agricultural stakeholders. Given the likelihood that Xf cannot be completely eradicated in Europe, efforts should focus on developing resistant cultivars, environmentally responsible control strategies, and more cost-effective diagnostic technologies. Regulators play a critical role in facilitating rapid outbreak responses, improving communication between public agencies, researchers, and farmers, and ensuring policy decisions are grounded in the latest scientific evidence. Public engagement through transparent information-sharing and consistent political support for applied research is equally essential to strengthen adaptive capacity at all levels.

Strategic replanting must also be prioritized, not only as a phytosanitary response but as an ecological necessity. Trees are crucial for biodiversity conservation, climate regulation, soil stabilization, and psychological well-being in both rural and urban contexts. Vegetation loss due to Xf must therefore be offset by carefully planned restoration efforts that prioritize ecological integrity, species diversity, and long-term sustainability. Appropriately selected and positioned replacement species can help restore essential ecosystem services, including air purification, thermal regulation, water retention, and habitat provision for local fauna.

In conclusion, addressing the threat of Xf requires a comprehensive, interdisciplinary strategy rooted in scientific evidence, local knowledge, and policy integration. Prospection emerges as a central tool, not only for plant protection but for safeguarding the intertwined fabric of agriculture, ecology, economy, and culture. Investment in monitoring and early detection is not merely a reaction to a current threat but a proactive commitment to the resilience of landscapes and livelihoods for decades to come.