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Logistic regression versus XGBoost for detecting burned areas using satellite images
Classical statistical methods prove advantageous for small datasets, whereas machine learning algorithms can excel with larger datasets. Our paper...
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Assessing fire severity in Turkey’s forest ecosystems using spectral indices from satellite images
Fire severity classifications determine fire damage and regeneration potential in post-fire areas for effective implementation of restoration...
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Use of satellite images to monitor Leucoptera sinuella leaf damage in poplar plantations in central Chile
The invasive poplar leaf miner Leucoptera sinuella (Lepidoptera: Lyonetiidae), has spread throughout poplar plantations in central Chile. We...
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The Use of Multi-Temporal High-Resolution Satellite Images to Soil Salinity Assessment of the Solonetzic Complex (Republic of Kalmykia)
AbstractRemote assessment of soil salinity in natural solonetzic complexes, which are characterized by subsurface salinization of soils, is a...
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Satellite Imagery in Precision Agriculture
Many national and international institutions recognize that novel agriculture paradigms are needed to address the current challenges of adaptation to...
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Participatory ground data are complementary to satellite bark beetle detection
Key messageDuring pest outbreaks, map** tools play an important role. Participatory projects can provide useful ground data, which have a high...
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Crop type detection using an object-based classification method and multi-temporal Landsat satellite images
Crop type detection is of great importance in water resource allocation and planning mostly in arid and semi-arid regions of Iran. Landsat-OLI 16-day...
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Chromatin profiling reveals TFAP4 as a critical transcriptional regulator of bovine satellite cell differentiation
BackgroundSatellite cells are myogenic precursor cells in adult skeletal muscle and play a crucial role in skeletal muscle regeneration, maintenance,...
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Chickpea leaf water potential estimation from ground and VENµS satellite
Chickpea ( Cicer arietinum L.) is a major grain legume grown worldwide as a staple protein source. Traditionally, it is a rain-fed crop, but...
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AI-Driven Prediction of Sugarcane Quality Attributes Using Satellite Imagery
Anticipating the sugar content of sugarcane crop is a crucial aspect that holds the key to develop innovative data-driven solutions for determining...
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Genomic and cytogenetic analyses reveal satellite repeat signature in allotetraploid okra (Abelmoschus esculentus)
BackgroundSatellite repeats are one of the most rapidly evolving components in eukaryotic genomes and play vital roles in genome regulation, genome...
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Simultaneous entry as an adaptation to virulence in a novel satellite-helper system infecting Streptomyces species
Satellites are mobile genetic elements that are dependent upon the replication machinery of their helper viruses. Bacteriophages have provided many...
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Exploring UAS-lidar as a sampling tool for satellite-based AGB estimations in the Miombo woodland of Zambia
To date, only a limited number of studies have utilized remote sensing imagery to estimate aboveground biomass (AGB) in the Miombo ecoregion using...
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Injury-experienced satellite cells retain long-term enhanced regenerative capacity
BackgroundInflammatory memory or trained immunity is a recently described process in immune and non-immune tissue resident cells, whereby previous...
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Designing a rain gauge network: utilizing satellite-derived precipitation data with geostatistical multivariate techniques
Although numerous studies have investigated the validity of satellite-derived precipitation datasets, there has been a lack of emphasis on their...
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Pericentromeric satellite lncRNAs are induced in cancer-associated fibroblasts and regulate their functions in lung tumorigenesis
The abnormal tumor microenvironment (TME) often dictates the therapeutic response of cancer to chemo- and immuno-therapy. Aberrant expression of...
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Human Satellite 1A analysis provides evidence of pericentromeric transcription
BackgroundPericentromeric regions of human chromosomes are composed of tandem-repeated and highly organized sequences named satellite DNAs....
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NEDD4-1 deficiency impairs satellite cell function during skeletal muscle regeneration
BackgroundSatellite cells are tissue-specific stem cells primarily responsible for the regenerative capacity of skeletal muscle. Satellite cell...
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Evolution of ancient satellite DNAs in extant alligators and caimans (Crocodylia, Reptilia)
BackgroundCrocodilians are one of the oldest extant vertebrate lineages, exhibiting a combination of evolutionary success and morphological...
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Canopy height and biomass prediction in Mombaça guinea grass pastures using satellite imagery and machine learning
Remote sensing can serve as a promising solution for monitoring spatio-temporal variability in grasslands, providing timely information about...
