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Good Classifiers are Abundant in the Interpolating Regime
[article]
2021
arXiv
pre-print
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"bad" classifiers are extremely rare. ...
Our results show that the usual style of analysis in statistical learning theory may not be fine-grained enough to capture the good generalization performance observed in practice, and that approaches ...
We also thank the authors of [GKH20] for sharing their implementation of the LIN-ESS algorithm. ...
arXiv:2006.12625v2
fatcat:y3pe5x3f7vdhhpvcioufr3oidi
Benthic diatom community dynamics in Mediterranean intermittent streams: Effects of water availability and their potential as indicators of dry-phase ecological status
2020
Science of the Total Environment
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The relative abundance of ecological guilds changed with aquatic states, with the low-profile guild dominating in eurheic and arheic conditions (except during Summer), being replaced by motile taxa in ...
Changes in diatom assemblages reflect the aquatic regime of sites, changes in aquatic states through time and mesohabitats (dry biofilm, samples collected in pools or under flowing conditions). ...
(ARH Alentejo) for the estimations on the percentage of the river network with intermittent regime. ...
doi:10.1016/j.scitotenv.2020.137462
pmid:32143097
fatcat:zgo3ayytjzhy3mc37c3plpp32i
Towards Generalized and Incremental Few-Shot Object Detection
[article]
2021
arXiv
pre-print
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Moreover, such learning from only few annotated training samples further adds the flexibility for the object detector, which is highly expected in many applications such as autonomous driving, robotics ...
In this paper, to address the above incremental few-shot learning issues, a novel Incremental Few-Shot Object Detection (iFSOD) method is proposed to enable the effective continual learning from few-shot ...
(c) Linear interpolation with the knowledge base model is performed in each iteration with an adaptive ratio in SMM. ...
arXiv:2109.11336v1
fatcat:6cjeqmznazbutnxniog6b5rmh4
Geostatistical Analysis of Mangrove Ecosystem Health: Mapping and Modelling of Sampling Uncertainty Using Kriging
2022
Forests
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Via linear weight combination, the prediction map shows that mangrove ecosystem health in Kuala Trong throughout the Sungai Kerang is excellent (5: MQI > 1.5). ...
timber harvesting operations and anthropogenic activities in the landward areas. ...
Acknowledgments: We thank the Perak Forestry Department for the approval of our study in the Matang Mangrove Forest Reserve. ...
doi:10.3390/f13081185
fatcat:n2fxcr4zivdvtedfht4j3u5wbm
Spatial distribution of N-cycling microbial communities showed complex patterns in constructed wetland sediments
2012
FEMS Microbiology Ecology
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We investigated the spatial distribution of N-cycling microbial communities and genes involved in nitrification and denitrification in constructed wetland sediments receiving irrigation water. ...
Constructed wetlands are used for biological treatment of wastewater from agricultural lands carrying pollutants such as nitrates. ...
D.E.M. is a member of the National Research Council (CONICET, Argentina) and thanks MEC for a Sabbatical Leave at Department of Soil Microbiology and Symbiotic Systems (Agencia CSIC, Granada, Spain). ...
doi:10.1111/j.1574-6941.2012.01479.x
pmid:22928965
fatcat:smrtyomyr5cffjyi5cwvno6lea
ANNUAL AND SEMI-ANNUAL VARIATIONS OF THE GPS-DERIVED PRECIPITABLE WATER VAPOR OVER SUMATRA ISLAND
2021
Jurnal Meteorologi dan Geofisika
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On the other side, the maximum phase of the semi-annual cycle in general occurs around November and May, whose amplitude is approximately between 1-5 mm. ...
Our results are consistent with other results using rainfall data.</p> ...
We acknowledge the anonymous reviewers and the editors for their constructive comments. This research is funded by the Penelitian Luar Negeri ITB 2020. ...
doi:10.31172/jmg.v22i2.835
fatcat:mdorni4y6ncwxpncuy7flhktsi
HIGAN: Cosmic Neutral Hydrogen with Generative Adversarial Networks
[article]
2019
arXiv
pre-print
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In order to maximize the scientific return of these surveys, those predictions need to include different observables and be precise on non-linear scales. ...
We do so by sampling from a 100-dimension manifold, learned by the generator, that characterizes the fully non-linear abundance and clustering of cosmic HI from the state-of-the-art simulation IllustrisTNG ...
fully non-linear regime are needed. ...
arXiv:1904.12846v1
fatcat:tqgxdxk4mzae7gnq42edip6mrq
Comparative Analysis of Spatial Interpolation Methods in the Mediterranean Area: Application to Temperature in Sicily
2015
Water
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are taken into account. ...
The interpolation algorithms were optimized by using a subset of the available dataset, while the remaining subset was used to validate the results in terms of the accuracy and bias of the estimates. ...
the ...
doi:10.3390/w7051866
fatcat:f7gnbr2mwzcffkxnsi7mgujjzq
Evaluating the effects of climate on weathering processes of rocks based on Peltier models in Kermanshah province
2016
Journal of Fundamental and Applied Sciences
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Among these models, two models related to weathering regimes and morphogenetic regimes were evaluated in case of Kermanshah province and the regimes related to each station were determined from the related ...
Among these models, two models related to weathering regimes and morphogenetic regimes were evaluated in case of Kermanshah province and the regimes related to each station were determined from the related ...
Conditions such as good drainage, intense washing and abundance of vegetation cover lead to deep and wide weathering in humid regions. ...
doi:10.4314/jfas.8vi2s.112
fatcat:364g3vhwfzcg3mw4yqd226b4ya
Modeling habitat suitability of the invasive clam Corbicula fluminea in a Neotropical shallow lagoon, southern Brazil
2016
Brazilian Journal of Biology
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This study aimed to model the habitat suitability for an invasive clam Corbicula fluminea in a coastal shallow lagoon in the southern Neotropical region (–30.22, –50.55). ...
Were identified that C. fluminea occur mainly in sandy sediments with few organic matter, in shallow areas nor by the shore. ...
Acknowledgements We wish to thank Jane Elith by the comments and the help with the functions of 'gbm' package. ...
doi:10.1590/1519-6984.01915
pmid:27097092
fatcat:3yucorgkrzdydh2jla5zkqrpai
Korg: a modern 1D LTE spectral synthesis package
[article]
2022
arXiv
pre-print
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The disagreements between Korg and the other codes are no larger than those between the other codes, although disagreement between codes is substantial. ...
We examine the case of a C_2 band in detail, finding that uncertainties on physical inputs to spectral synthesis account for a significant fraction of the disagreement. ...
None of the codes correctly model the hydrogen lines in the metalpoor regime. ...
arXiv:2211.00029v1
fatcat:k6odpzuajre37hrcsvu7laxnna
New metallicity calibration for Seyfert 2 galaxies based on the N 2 O 2 index
2017
Monthly notices of the Royal Astronomical Society
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Note that this fulltext copy is not of the "primary" version of this work. The version it corresponds to is:
2017 pre-print arXiv:1701.04997v1 fatcat:m5xdp5jsvzethg6jmmc2p3xrci
Regarding the possible existence of correlations between the luminosity L( Hβ), the electron density, and the color excess E(B-V) with the metallicity in this kind of objects, we do not find correlations ...
We find the new Z/Z_-N2O2 relation using the obtained metallicity values and the corresponding observational emission line intensities for each object of the sample. ...
ACKNOWLEDGMENTS We are grateful to the anonymous referee for his/her useful comments and suggestions that helped us to substantially clarify and improve the manuscript. ...
doi:10.1093/mnras/stx150
fatcat:nfnvdesignh67plns4vq7sriiq
Spectral mapping of the Paraíba do Sul River plume (Brazil) using multitemporal Landsat images
2011
Journal of Applied Remote Sensing
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as a spectral reference for each OAS, and maps the fractional abundance of the OAS present in the scene. ...
Effects of changes in the hydrological regime and water quality of the PSR have been less studied in its estuary and coastal zone. ...
Leila Fonseca for preliminary orientations in the image processing. N.M.R has a PhD fellowship from the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES). ...
doi:10.1117/1.3630220
fatcat:366iasmllbhelbqhcql445oaay
Evaluation of interpolation techniques for the creation of gridded daily precipitation (1 × 1 km2); Cyprus, 1980-2010
2014
Journal of Geophysical Research - Atmospheres
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This study aims to evaluate the performance of 15 simple or complex interpolation techniques in reproducing daily precipitation at a resolution of 1 km 2 over topographically complex areas. ...
Regression analyses utilizing geographical copredictors and neighboring interpolation techniques were evaluated both in isolation and combined. ...
The authors would like to thank Evangelios Tyrlis and Andries De Vries for their time and support in the discussion and presentation of Cyprus climatology. ...
doi:10.1002/2013jd020611
fatcat:ezorlj2xj5eyjbyngub4erez3u
Mapping Sagebrush Distribution Using Fusion of Hyperspectral and Lidar Classifications
2006
Photogrammetric Engineering and Remote Sensing
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Hyperspectral processing utilized a spectral subset (605 nm to 984 nm) of the reflectance data to classify sagebrush presence to an overall accuracy of 74 percent. ...
The methods and results of this study lay the framework for utilizing coregistered hyperspectral and lidar data to describe semi-arid shrubs in greater detail than would be feasible using either dataset ...
ISU would also like to acknowledge the Idaho Delegation for their assistance in obtaining this grant. ...
doi:10.14358/pers.72.1.47
fatcat:hzprexhy7rh6bl5qwzggsxwyuy
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