Gloire Mukaku

Mr. Gloire Mukaku

orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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29 December 2024 in Ecologies
Verified
Journal Article
Open access
PDF file
Gloire MukakuGloire Mukaku
Gloire Mukaku
MMMédard Mpanda
Médard Mpanda
JTJohn Kikuni Tchowa
John Kikuni Tchowa
FMFrancois Malaisse
Francois Malaisse
CKCélestin Kabongo Kabeya
Célestin Kabongo Kabeya
YSYannick Useni Sikuzani
Yannick Useni Sikuzani
Lomami National Park, located in the Democratic Republic of the Congo (DR Congo), is renowned for the integrity of its forest ecosystems, safeguarded by the absence of agricultural activities and limited road access. However, these ecosystems remain under-researched, particularly in terms of forest cover dynamics. This research gap poses a significant challenge to establishing rigorous monitoring systems, which are essential for ensuring the long-term preservation of these valuable ecosystems. This study utilized Google Earth Engine to preprocess Landsat images from 2008, 2016, and 2024, employing techniques such as atmospheric correction and cloud masking. Random Forest classification was applied to analyze land cover changes, using training datasets curated through ground-truthing and region-of-interest selection. The classification accuracy was evaluated using metrics such as overall accuracy, producer’s accuracy, and user’s accuracy. To assess landscape configuration, metrics such as class area, patch number, largest patch index, disturbance index, aggregation index, and edge density were calculated, distinguishing between the park’s core and peripheral zones. Spatial transformation processes were analyzed using a decision tree approach. The results revealed a striking contrast in forest cover stability between Lomami National Park and its surrounding periphery. Within the park, forest cover has been preserved and even showed a modest increase, rising from 92.60% in 2008 to 92.75% in 2024. In contrast, the peripheral zone experienced a significant decline in forest cover, decreasing from 79.32% to 70.48% during the same period. This stability within the park extends beyond maintaining forested areas; it includes preserving and enhancing the spatial structure of forest ecosystems. For example, edge density, a key indicator of forest edge compactness, remained stable in the park, fluctuating between 8 m/ha and 9 m/ha. Conversely, edge density in the peripheral zone exceeded 35 m/ha, indicating that forest edges within the park are considerably more cohesive and intact than those in the surrounding areas. The spatial transformation processes also underscored these contrasting dynamics. In the park, the primary process was the aggregation of primary forest patches, reflecting a trend toward continuous and connected forest landscapes. By contrast, the peripheral zone exhibited dissection, indicating fragmentation and the breakdown of forest patches. These findings highlight the park’s critical role in maintaining both the extent and structural integrity of forest ecosystems, setting it apart from the more degraded periphery. They underscore the resilience of forest ecosystems in the face of limited anthropogenic pressures and the crucial importance of effective land management and rigorous conservation strategies in addressing the challenges posed by urbanization and rural expansion. Additionally, the results emphasize that well-adapted conservation measures, combined with specific demographic and socio-economic conditions, can play a pivotal role in achieving long-term forest preservation and ecological stability.

5 September 2025 in Conservation
Verified
Journal Article
Open access
PDF file
Gloire MukakuGloire Mukaku
Gloire Mukaku
MMMédard Mpanda Mukenza
Médard Mpanda Mukenza
JTJohn Kikuni Tchowa
John Kikuni Tchowa
FMFrancois Malaisse
Francois Malaisse
DNDieu-donné N'tambwe Nghonda
Dieu-donné N'tambwe Nghonda
YSYannick Useni Sikuzani
Yannick Useni Sikuzani
The periphery of Lomami National Park in the Democratic Republic of the Congo (DR Congo) is experiencing intense and increasing hunting pressure, driven by both local subsistence needs and growing urban demand for bushmeat. This situation poses a serious challenge to sustainable natural resource management and underscores the need to realign protected-area policies with the realities faced by surrounding communities. In the absence of comprehensive ecological monitoring, this study used hunters’ perceptions to assess the current availability of mammalian wildlife around the park. From October to December 2023, surveys were conducted using a snowball sampling method with 60 hunters from nine villages bordering the park. Results show that hunting is a male-dominated activity, mainly practiced by individuals aged 30–40 years, with firearms as the primary tools. It occurs both in the park’s buffer zones and, alarmingly, within its core protected area. This practice has contributed to the local disappearance of key species such as African forest elephant (Loxodonta cyclotis), African buffalo (Syncerus caffer), and African leopard (Panthera pardus pardus), and to the marked decline of several Cephalophus species. These patterns of overexploitation reveal critical weaknesses in current conservation strategies and point to the urgent need for integrated, community-based resource management approaches. Strengthening law enforcement, improving ranger support, and enhancing participatory governance mechanisms are essential. Equally important is the promotion of sustainable alternative livelihoods—including livestock farming, aquaculture, and agroforestry—to reduce hunting dependence and build long-term resilience for both biodiversity and local communities.

1 July 2025 in Preprints.org
Verified
Preprint
Open access
PDF file
Gloire MukakuGloire Mukaku
Gloire Mukaku
MMMédard Mpanda Mukenza
Médard Mpanda Mukenza
JTJohn Kikuni Tchowa
John Kikuni Tchowa
FMFrancois Malaisse
Francois Malaisse
DNDieu-donné N'tambwe Nghonda
Dieu-donné N'tambwe Nghonda
YSYannick Useni Sikuzani
Yannick Useni Sikuzani
The periphery of Lomami National Park in the Democratic Republic of the Congo (DR Congo) is experiencing intense and increasing hunting pressure, driven by both local subsistence needs and growing urban demand for bushmeat. This situation poses a serious challenge to sustainable natural-resource management and underscores the need to realign protected-area policies with the realities faced by surrounding communities. In the absence of comprehensive ecological monitoring, this study used hunters’ perceptions to assess the current availability of mammalian wildlife around the park. From October to December 2023, surveys were conducted using a snowball sampling method with 60 hunters from nine villages bordering the park. Sociodemographic data and hunting practices were analyzed using relative frequencies and Fisher’s exact test. Frequently cited species informed perceived abundance and disappearance, while species similarity between zones was assessed using the Jaccard index. Results show that hunting is a male-dominated activity, mainly practiced by individuals aged 30–40 years, with firearms as the primary tools. It occurs both in the park’s buffer zones and, alarmingly, within its core protected area. This practice has contributed to the local disappearance of key species such as Loxodonta cyclotis, Syncerus caffer, and Panthera pardus pardus, and to the marked decline of several Cephalophus species. These patterns of overexploitation reveal critical weaknesses in current conservation strategies and point to the urgent need for integrated, community-based resource management approaches. Strengthening law enforcement, improving ranger support, and enhancing participatory governance mechanisms are essential. Equally important is the promotion of sustainable alternative livelihoods—including livestock farming, aquaculture, and agroforestry—to reduce hunting dependence and build long-term resilience for both biodiversity and local communities.

30 October 2024 in Preprints.org
Verified
Preprint
Open access
PDF file
Gloire MukakuGloire Mukaku
Gloire Mukaku
MMMédard Mpanda
Médard Mpanda
JTJohn Kikuni Tchowa
John Kikuni Tchowa
FMFrancois Malaisse
Francois Malaisse
CKCélestin Kabongo Kabeya
Célestin Kabongo Kabeya
YSYannick Useni Sikuzani
Yannick Useni Sikuzani
Lomami National Park, located in the Democratic Republic of Congo, is renowned for the integrity of its forest ecosystems, safeguarded by the absence of agricultural activities and limited road access. However, these ecosystems remain under-researched, particularly regarding forest cover dynamics. This research gap poses a significant challenge to establishing rigorous monitoring, which is essential for ensuring the long-term preservation of these valuable ecosystems. This study evaluates land cover dynamics within Lomami National Park through supervised classification of Landsat images from 2008, 2016, and 2024. Seven spatial structure indices were calculated to highlight the dynamics of landscape composition and configuration, distinguishing between the park's core and buffer zones. The underlying spatial transformation processes were identified using a decision tree approach. The results highlight a striking contrast in forest cover stability between Lomami National Park and its surrounding periphery. Within the park, forest cover has not only been preserved but has also shown a modest increase, rising from 92.60% to 92.75%. In contrast, the peripheral zone experienced a significant decline in forest cover, decreasing from 79.32% to 70.48% over the same period. This stability within the park goes beyond simply maintaining forested areas; it includes the preservation and strengthening of the spatial structure of forest ecosystems. For instance, edge density, which is a key indicator of forest edge compactness, remained stable in the park, fluctuating between 8 m/ha and 9 m/ha. However, in the peripheral zone, edge density exceeded 35 m/ha, suggesting that forest edges in the park are considerably more cohesive and intact than in the surrounding areas. Furthermore, the spatial transformation processes within each area underscore these contrasting dynamics. In the park, the main process was aggregation of primary forest patches, which reflects a trend toward continuous and connected forest landscapes. By contrast, the peripheral zone experienced dissection, indicating fragmentation and breakdown of forest patches. Together, these findings underscore the park's role in maintaining both the extent and the structural integrity of forest ecosystems, setting it apart from the more degraded periphery. These findings highlight not only the resilience of forest ecosystems in the face of limited anthropogenic pressures but also the crucial importance of effective land management and rigorous conservation strategies in addressing the challenges of urbanization and surrounding rural expansion. They further emphasize that well-adapted conservation measures, combined with specific demographic and socio-economic conditions, can play a pivotal role in long-term forest preservation and ecological stability.

12 June 2025 in Preprints.org
Verified
Preprint
Open access
PDF file
Gloire MukakuGloire Mukaku
Gloire Mukaku
MMMédard Mpanda Mukenza
Médard Mpanda Mukenza
JTJohn Kikuni Tchowa
John Kikuni Tchowa
FMFrancois Malaisse
Francois Malaisse
MMMédard Mpanda
Médard Mpanda
YSYannick Useni Sikuzani
Yannick Useni Sikuzani
The periphery of Lomami National Park in the Democratic Republic of the Congo (DR Congo) is under increasing hunting pressure, driven by both local subsistence needs and growing urban demand for bushmeat. This alarming context highlights the urgent need to understand wildlife population dynamics, particularly through the lens of local actors. This study aimed to assess hunters’ perceptions of the current availability of mammalian fauna around the park, in the absence of comprehensive ecological data. From October to December 2023, a snowball sampling method was used to conduct surveys with 60 hunters from nine villages surrounding the park. Sociodemographic profiles and hunting practices were analyzed using relative frequencies and Fisher’s exact test. Frequently cited species were used to assess perceived abundance and disappearance, and species similarity between near and distant zones was evaluated using the Jaccard index. Findings reveal that hunting is an exclusively male activity, predominantly carried out by individuals aged 30–40 years. Firearms are the primary hunting tools, and hunting is strongly influenced by seasonal patterns. It is practiced both in the park’s buffer zones and within its core protected area. This activity has led to the disappearance of key species such as Loxodonta cyclotis, Syncerus caffer, and Panthera pardus pardus, and to the significant decline of several Cephalophus species, once abundant in the region. These findings highlight a persistent pattern of overexploitation, resulting in a marked reduction in wildlife availability and posing serious threats to both biodiversity and local livelihoods. Urgent action is required, including enhanced monitoring, stricter enforcement of anti-poaching laws, improved ranger support, and the active involvement of local communities. This should be achieved through awareness-raising and the promotion of sustainable alternative livelihoods such as livestock farming, aquaculture, and agroforestry.