Spatial and Temporal Dependency of NDVI Satellite Imagery in Predicting Bird Diversity over France

Continuous-based predictors of habitat characteristics derived from satellite imagery are increasingly used in species distribution models (SDM). This is especially the case of Normalized Difference Vegetation Index (NDVI) which provides estimates of vegetation productivity and heterogeneity. However, when NDVI predictors are incorporated into SDM, synchrony between biological observations and image acquisition must be questionned. Due to seasonal variations of NDVI during the year, landscape patterns of habitats are revealed differently from one date to another leading to variations in models’ performance. In this paper, we investigated the influence of acquisition time period of NDVI to explain and predict bird community patterns over France. We examined if the NDVI acquisition period that best fit the bird data depends on the dominant land cover context. We also compared models based on single time period of NDVI with one model built from the Dynamic Habitat Index (DHI) components which summarize variations in vegetation phenology throughout the year from the fraction of radiation absorbed by the canopy (fPAR). Bird species richness was calculated as response variable for 759 plots of 4 km2 from the French Breeding Bird Survey. Bird specialists and generalists to habitat were considered. NDVI and DHI predictors were both derived from MODIS products. For NDVI, five time periods in 2010 were compared, from late winter to begin of autumn. A climate predictor was also used and Generalized Additive Models were fitted to explain and predict bird species richness. Results showed that NDVI-based proxies of dominant habitat identity and spatial heterogeneity explain more bird community patterns than DHI-based proxies of annual productivity and seasonnality. We also found that models’ performance was both time and context-dependent, varying according to the bird groups. In general, best time period of NDVI did not match with the acquisition period of bird data because in case of synchrony, differences in habitats are less pronounced. These findings suggest that the most powerful approach to estimate bird community patterns is the simplest one. It only requires NDVI predictors from a single appropriate time period, in addition to climate, which makes the approach very operational.

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Fire effects on the composition of a bird community in an amazonian Savanna (Brazil)

Brazilian Journal of Biology ◽

10.1590/s1519-69842005000400016 ◽

2005 ◽

Vol 65 (4) ◽

pp. 683-695 ◽

Cited By ~ 18

Author(s):

R. Cintra ◽

T. M. Sanaiotti

Keyword(s):

Species Richness ◽

Community Composition ◽

Spatial Scales ◽

Bird Species ◽

Bird Community ◽

Fire Effects ◽

Bird Abundance ◽

Bird Species Richness ◽

Byrsonima Crassifolia ◽

Mist Net

The effects of fire on the composition of a bird community were investigated in an Amazonian savanna near Alter-do-Chão, Pará (Brazil). Mist-net captures and visual counts were used to assess species richness and bird abundance pre- and post-fire in an approximately 20 ha area. Visual counts along transects were used to survey birds in an approximately 2000 ha area in a nearby area. Results using the same method of ordination analysis (multidimensional scaling) showed significant effects of fire in the 20 ha and 2000 ha areas and strongly suggest direct effects on bird community composition. However, the effects were different at different spatial scales and/or in different years, indicating that the effects of fire vary spatially and/or temporally. Bird community composition pre-fire was significantly different from that found post-fire. Using multiple regression analysis it was found that the numbers of burned and unburned trees were not significantly related to either bird species richness or bird abundance. Two months after the fire, neither bird species richness nor bird abundance was significantly related to the number of flowering trees (Lafoensia pacari) or fruiting trees (Byrsonima crassifolia). Since fire is an annual event in Alter-do-Chão and is becoming frequent in the entire Amazon, bird community composition in affected areas could be constantly changing in time and space.

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The effect of Noisy Miners on small bush birds: an unofficial cull and its outcome

Pacific Conservation Biology ◽

10.1071/pc080185 ◽

2008 ◽

Vol 14 (3) ◽

pp. 185 ◽

Cited By ~ 16

Author(s):

S. J. S. Debus

Keyword(s):

New South ◽

Bird Species ◽

Bird Community ◽

Major Contributor ◽

Bird Species Richness ◽

Woodland Birds ◽

South Wales ◽

Time Period ◽

Manorina Melanocephala ◽

Time Periods

This paper documents the bird community in a small (~15 ha) patch of remnant woodland New South Wales sheep? wheat belt (i) before Noisy Miners Manorina melanocephala were abundant in the patch (1972-79), (ii) after a dense miner colony became established (1980-1990), (iii) after the miners were removed (1991?92) and, subsequently, (iv) while extensive, dense plantings of native trees became established (1992-2006). Bird species richness in the patch was, respectively, 64, 18, 45 and 83 species in each time period. Totals for small (<120 g) bush birds, mostly insectivorous passerines, were 26, 0, 22 and 46 species in the respective time periods. Although this was an unofficial, unreplicated and uncontrolled activity, the results support those of previous similar studies that indicate that Noisy Miners are a major contributor to the local decline of many woodland birds. The results also affirm the value of a shrub layer to small birds.

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MODIS time series as a tool for monitoring fires and their effects on savanna bird diversity

International Journal of Wildland Fire ◽

10.1071/wf11031 ◽

2012 ◽

Vol 21 (6) ◽

pp. 680 ◽

Cited By ~ 7

Author(s):

Noam Levin ◽

Sarah Legge ◽

Bronwyn Price ◽

Michiala Bowen ◽

Emily Litvack ◽

...

Keyword(s):

Species Richness ◽

Satellite Imagery ◽

Bird Species ◽

Dry Season ◽

Tree Cover ◽

Bird Diversity ◽

Fire Dynamics ◽

Bird Species Richness ◽

North West ◽

Species Richness And Abundance

In this study, we aimed to explore the effect of fires on bird diversity in Australia’s tropical savannas. Bird surveys were conducted at 69 sites between 2005 and 2007 to estimate bird species richness and abundance within the Mornington Sanctuary, the Kimberley, north-west Australia. We used MODIS (Moderate Resolution Imaging Spectroradiometer) and Landsat satellite imagery to map fire scars and to quantify vegetation cover parameters, and QuickBird imagery to map the percentage tree cover. Bird species richness and abundance were higher in areas exhibiting minimum seasonal and interannual changes, e.g. in riparian areas, near water and where tree cover was high. We found a significant negative effect of fire on bird diversity following the extensive late dry-season fires of 2006. These findings support the view that intense and large fires are threatening biodiversity and reinforce the importance of reducing the occurrence of late dry-season fires, which are the most severe and extensive. MODIS satellite imagery was found to provide a cost-effective approach to monitoring savanna landscapes, assessing the state of vegetation and monitoring fire dynamics.

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ASSOCIATIONS OF FOREST BIRD SPECIES RICHNESS WITH HOUSING AND LANDSCAPE PATTERNS ACROSS THE USA

Ecological Applications ◽

10.1890/06-1489.1 ◽

2007 ◽

Vol 17 (7) ◽

pp. 1989-2010 ◽

Cited By ~ 76

Author(s):

A. M. Pidgeon ◽

V. C. Radeloff ◽

C. H. Flather ◽

C. A. Lepczyk ◽

M. K. Clayton ◽

...

Keyword(s):

Species Richness ◽

Bird Species ◽

Landscape Patterns ◽

Bird Species Richness ◽

Forest Bird ◽

The Usa

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Habitat patch size and tree species richness shape the bird community in urban green spaces of rapidly urbanizing region of India

10.1101/2020.10.23.348391 ◽

2020 ◽

Author(s):

Monica Kaushik ◽

Samakshi Tiwari ◽

Kumari Manisha

Keyword(s):

Developing Countries ◽

Species Richness ◽

Bird Species ◽

Bird Community ◽

Local Scale ◽

Green Spaces ◽

Bird Species Richness ◽

Urban Green ◽

Urban Green Spaces ◽

Landscape Level

AbstractRapid urbanization and associated biodiversity loss is rampant globally but especially a cause of concern for developing countries. However, numerous studies investigating the role of urban green spaces have established their key role in conserving larger suites of species in urban area. Yet our knowledge is lopsided due to lag in research in developing countries. We examined how landscape and local scale features of urban green spaces influence bird species richness, density, fine-foraging guild richness and composition during breeding and non-breeding season. This is the first study of this nature in one the Himalayan states of India. We quantified landscape level variables in the 250m buffer around 18 urban green spaces. We sampled vegetation and bird community during breeding and non-breeding season through 52 intensive sampling point spread across 18 urban green spaces. Size of the urban green space at landscape level and tree richness at the local scale emerged as important predictor variables influencing bird species richness, density and richness of imperiled insectivorous guild across seasons. Urban green spaces within education institutions and offices experiencing much less management supported higher bird richness and density whereas city parks were the most species poor. Community composition was affected more strongly by built-up cover and barren area in the matrix and also by tree species richness within urban green spaces. City planners should focus on establishing larger city parks during design stage whereas biodiversity potential of the existing urban green spaces could be enhanced by selecting native tree and shrub species to increase overall habitat complexity.

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Birds of Parque Estadual do Tainhas, an important protected area of the highland grasslands of Rio Grande do Sul, Brazil

Papéis Avulsos de Zoologia ◽

10.11606/1807-0205/2019.59.34 ◽

2019 ◽

Vol 59 ◽

pp. e20195934

Author(s):

Eduardo Chiarani ◽

Carla Suertegaray Fontana

Keyword(s):

Species Richness ◽

Protected Area ◽

Grassland Birds ◽

Bird Species ◽

Rio Grande ◽

Bird Community ◽

Sampling Effort ◽

Rio Grande Do Sul ◽

Bird Species Richness ◽

Natural Grasslands

Parque Estadual do Tainhas – PET (Tainhas State Park) is a protected area with significant extensions of natural grasslands located in highland grasslands of northeastern Rio Grande do Sul state, Brazil, and recognized as an Important Bird Area. Our aim was to record the bird species richness of PET with a greater sampling effort than previous studies at the site, including unpublished data such as occurrence status of most species and evidence of breeding of some of them in the park. We surveyed birds between 2012 and 2018 performing aleatory trails covering mainly the central portion of PET (1,500 ha). We also added records from published studies. We listed 208 species, of which 203 were recorded during our fieldwork (including 18 species of conservation concern). The estimated richness was 222.22 (SD = 10.91) species, according to Jackknife 1 method. This result represents a 58% increase in the species richness of the park and shows that long-term monitoring of the bird community allows to access more accurate richness and to identify the regular species (core avifauna) of the park. The presence of 55 breeders and threatened species shows the importance of this protected area for breeding and conservation of grassland birds, such as Urubitinga coronata, Cinclodes pabsti, Xolmis dominicanus, Anthus nattereri, Xanthopsar flavus, and Sporophila melanogaster.

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Comparing regression methods to predict species richness patterns

Web Ecology ◽

10.5194/we-9-58-2009 ◽

2009 ◽

Vol 9 (1) ◽

pp. 58-67 ◽

Cited By ~ 3

Author(s):

D. Nogués-Bravo

Keyword(s):

Species Richness ◽

Regression Models ◽

Linear Models ◽

Predictive Accuracy ◽

Generalized Additive Models ◽

Bird Species ◽

Spatial Modelling ◽

Additive Models ◽

Northern Spain ◽

Bird Species Richness

Abstract. Multivariable regression models have been used extensively as spatial modelling tools. However, other regression approaches are emerging as more efficient techniques. This paper attempts to present a synthesis of Generalised Regression Models (Generalized Linear Models, GLMs, Generalized Additive Models, GAMs), and a Geographically Weighted Regression, GWR, implemented in a GAM, explaining their statistical formulations and assessing improvements in predictive accuracy compared with linear regressions. The problems associated with these approaches are also discussed. A digital database developed with Geographic Information Systems (GIS), including environmental maps and bird species richness distribution in northern Spain, is used for comparison of the techniques. GWR using splines has shown the highest improvement in accounted deviance when compared with traditional linear regression approach, followed by GAM and GLM.

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Functional evenness of bird communities varies along the elevational gradient in Europe: Conservation implications

10.32942/osf.io/sx9n8 ◽

2019 ◽

Author(s):

Federico Morelli ◽

Yanina

Keyword(s):

Species Richness ◽

Elevation Gradient ◽

Bird Species ◽

Elevational Gradient ◽

Negative Association ◽

Bird Communities ◽

Breeding Bird ◽

Bird Species Richness ◽

Large Spatial Scale ◽

Functional Evenness

ContextThe negative association between elevation and species richness is a well-recognized pattern in macro-ecology. ObjectivesThe aim of this study was to investigate changes in functional evenness of breeding bird communities along an elevation gradient in Europe. MethodsUsing the bird data from the EBCC Atlas of European Breeding Birds we estimated an index of functional evenness which can be assumed as a measure of the potential resilience of communities.ResultsOur findings confirm the existence of a negative association between elevation and bird species richness in all European eco regions. However, we also explored a novel aspect of this relationship, important for conservation: Our findings provide evidence at large spatial scale of a negative association between the functional evenness (potential community resilience) and elevation, independent of the eco region. We also found that the Natura2000 protected areas covers the territory most in need of protection, those characterized by bird communities with low potential resilience, in hilly and mountainous areas.ConclusionsThese results draw attention to European areas occupied by bird communities characterized by a potential lower capacity to respond to strong ecological changes, and, therefore, potentially more exposed to risks for conservation.

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Patterns of bird species richness explained by annual variation in remotely sensed Dynamic Habitat Indices

Ecological Indicators ◽

10.1016/j.ecolind.2021.107774 ◽

2021 ◽

Vol 127 ◽

pp. 107774

Author(s):

Martina L. Hobi ◽

Laura S. Farwell ◽

Maxim Dubinin ◽

Dmitrij Kolesov ◽

Anna M. Pidgeon ◽

...

Keyword(s):

Species Richness ◽

Annual Variation ◽

Bird Species ◽

Remotely Sensed ◽

Bird Species Richness ◽

Dynamic Habitat

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Can clearcuts increase bird species richness in managed forests?

Journal of Forest Science ◽

10.17221/787-jfs ◽

2008 ◽

Vol 54 (No. 4) ◽

pp. 189-193

Author(s):

M. Żmihorski

Keyword(s):

Species Richness ◽

Bird Species ◽

Bird Communities ◽

Cumulative Number ◽

Managed Forests ◽

Managed Forest ◽

Bird Species Richness ◽

Forest Interior ◽

Transect Counts ◽

The Difference

Clearcuts are one of the results of forest management. The aim of this study was to assess the effect of clearcuts on bird communities in a managed forest in Western Poland. I applied the method of point transect counts. 20 points were located near clearcuts (less than 100 m from the nearest clearcut) and 25 points in the forest interior. In total, 36 bird species were recorded. On average, I found 9.20 bird species at points located near clearcuts and 6.72 species at points situated in the forest interior, and the difference was significant. The cumulative number of bird species for a given number of sampling points in the vicinity of clearcuts was higher than in the forest interior. The obtained results indicate that in managed, even-aged forests the generation of clearcuts can lead to an increase in local bird species richness.

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