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Wyszukujesz frazę "data validation" wg kryterium: Temat


Wyświetlanie 1-14 z 14
Tytuł:
An assessment of the quality of near-real time GNSS observations as a potential data source for meteorology
Autorzy:
Dymarska, N.
Rohm, W.
Sierny, J.
Kapłon, J.
Kubik, T.
Kryza, M.
Jutarski, J.
Gierczak, J.
Kosierb, R.
Powiązania:
https://bibliotekanauki.pl/articles/108476.pdf
Data publikacji:
2017
Wydawca:
Instytut Meteorologii i Gospodarki Wodnej - Państwowy Instytut Badawczy
Tematy:
ZTD estimation
data validation
GNSS meteorology
Opis:
The Global Navigation Satellite System (GNSS) can be used to determine accurate and high-frequency atmospheric parameters, such as Zenith Total Delay (ZTD) or Precipitable Water Vapour (PW), in all-weather conditions. These parameters are often assimilated into Numerical Weather Prediction (NWP) models and used for nowcasting services and climate studies. The effective usage of the ZTDs obtained from a ground-based GNSS receiver’s network in a NWP could fill the gap of insufficient atmospheric water vapour state information. The supply of such information with a latency acceptable for NWP assimilation schemes requires special measures in the GNSS data processing, quality control and distribution. This study is a detailed description of the joint effort of three institutions – Wrocław University of Environmental and Life Sciences, Wrocław University, and the Institute of Meteorology and Water Management – to provide accurate and timely GNSS-based meteorological information. This paper presents accuracy analyses of near real-time GNSS ZTD validated against reference ZTD data: the International GNSS Service (IGS) from a precise GNSS solution, Weather Research and Forecasting (WRF) model, and radiosonde profiles. Data quality statistics were performed for five GNSS stations in Poland over a time span of almost a year (2015). The comparison of near real-time ZTD and IGS shows a mean ZTD station bias of less than 3 mm with a related standard deviation of less than 10 mm. The bias between near real-time ZTD and WRF ZTD is in the range of 5-11 mm and the overall standard deviation is slightly higher than 10 mm. Finally, the comparison of the investigated ZTD against radiosonde showed an average bias at a level of 10 mm, whereas the standard deviation does not exceed 14 mm. Considering the data quality, we assess that the NRT ZTD can be assimilated into NWP models.
Źródło:
Meteorology Hydrology and Water Management. Research and Operational Applications; 2017, 5, 1; 3-13
2299-3835
2353-5652
Pojawia się w:
Meteorology Hydrology and Water Management. Research and Operational Applications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Comparison and combination of interpolation methods for daily precipitation in Poland: evaluation using the correlation coefficient and correspondence ratio
Autorzy:
Konca-Kędzierska, Krystyna
Wibig, Joanna
Gruszczyńska, Marta
Powiązania:
https://bibliotekanauki.pl/articles/24085172.pdf
Data publikacji:
2023
Wydawca:
Instytut Meteorologii i Gospodarki Wodnej - Państwowy Instytut Badawczy
Tematy:
precipitation
interpolation methods
daily gridded data
validation of precipitation gridded data set
observational data
Opis:
Interpolation of precipitation data is a common practice for generating continuous, spatially-distributed fields that can be used for a range of applications, including climate modeling, water resource management, and agricultural planning. To obtain the reference field, daily observation data from the measurement network of the Institute of Meteorology and Water Management – National Research Institute was used. In this study, we compared and combined six different interpolation methods for daily precipitation in Poland, including bilinear and bicubic interpolation, inverse distance weighting, distance-weighted average, nearest neighbor remapping, and thin plate spline regression. Implementations of these methods available in the R programming language (e.g., from packages akima, gstat, fields) and the Climate Data Operators (CDO) were applied. The performance of each method was evaluated using multiple metrics, including the Pearson correlation coefficient (RO) and the correspondence ratio (CR), but there was no clear optimal method. As an interpolated resulting field, a field consisting of the best interpolations for individual days was proposed. The assessment of daily fields was based on the CR and RO parameters. Our results showed that the combined approach outperformed individual methods with higher accuracy and reliability and allowed for generating more accurate and reliable precipitation fields. On a group of selected stations (data quality and no missing data), the precipitation result fields were compared with the fields obtained in other projects-CPLFD-GDPT5 (Berezowski et al. 2016) and G2DC-PLC (Piniewski et al. 2021). The variance inflation factor (VIF) was bigger for the resulting fields (~5), while for the compared fields, it was below 3. However, for the mean absolute error (MAE), the relationship was reversed - the MAE was approximately half as low for the fields obtained in this work.
Źródło:
Meteorology Hydrology and Water Management. Research and Operational Applications; 2023, 11, 2; 1--27
2299-3835
2353-5652
Pojawia się w:
Meteorology Hydrology and Water Management. Research and Operational Applications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Estimation of mask effectiveness perception for small domains using multiple data sources
Autorzy:
Sen, Aditi
Lahiri, Partha
Powiązania:
https://bibliotekanauki.pl/articles/2028543.pdf
Data publikacji:
2022-03-15
Wydawca:
Główny Urząd Statystyczny
Tematy:
cross-validation
jackknife
survey data
synthetic estimation
Opis:
Understanding the impacts of pandemics on public health and related societal issues at granular levels is of great interest. COVID-19 is affecting everyone in the globe and mask wearing is one of the few precautions against it. To quantify people's perception of mask effectiveness and to prevent the spread of COVID-19 for small areas, we use Understanding America Study's (UAS) survey data on COVID-19 as our primary data source. Our data analysis shows that direct survey-weighted estimates for small areas could be highly unreliable. In this paper, we develop a synthetic estimation method to estimate proportions of perceived mask effectiveness for small areas using a logistic model that combines information from multiple data sources. We select our working model using an extensive data analysis facilitated by a new variable selection criterion for survey data and benchmarking ratios. We suggest a jackknife method to estimate the variance of our estimator. From our data analysis, it is evident that our proposed synthetic method outperforms the direct survey-weighted estimator with respect to commonly used evaluation measures.
Źródło:
Statistics in Transition new series; 2022, 23, 1; 1-20
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Locally Regularized Linear Regression in the Valuation of Real Estate
Autorzy:
Kubus, Mariusz
Powiązania:
https://bibliotekanauki.pl/articles/465851.pdf
Data publikacji:
2016
Wydawca:
Główny Urząd Statystyczny
Tematy:
large transactional data
local regression
feature selection
regularization
cross-validation
Opis:
Regression methods are used for the valuation of real estate in the comparative approach. The basis for the valuation is a data set of similar properties, for which sales transactions were concluded within a short period of time. Large and standardized databases, which meet the requirements of the Polish Financial Supervision Authority, are created in Poland and used by the banks involved in mortgage lending, for example. We assume that in the case of large data sets of transactions, it is more advantageous to build local regression models than a global model. Additionally, we propose a local feature selection via regularization. The empirical research carried out on three data sets from real estate market confirmed the effectiveness of this approach. We paid special attention to the model quality assessment using cross-validation for estimation of the residual standard error.
Źródło:
Statistics in Transition new series; 2016, 17, 3; 515-524
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Development of a precise local quasigeoid model for the city of Krakow – QuasigeoidKR2019
Autorzy:
Banasik, Piotr
Bujakowski, Kazimierz
Kudrys, Jacek
Ligas, Marcin
Powiązania:
https://bibliotekanauki.pl/articles/1396889.pdf
Data publikacji:
2020
Wydawca:
Politechnika Warszawska. Wydział Geodezji i Kartografii
Tematy:
local quasi geoid
GNSS
levelling data
height anomaly
QuasigeoidKR2019
cross-validation
Opis:
A geoid or quasigeoid model allows the integration of satellite measurements with ground levelling measurements in valid height systems. A precise quasigeoid model has been developed for the city of Krakow. One of the goals of the model construction was to provide a more detailed quasigeoid course than the one offered by the national model PL-geoid2011. Only four measurement points in the area of Kraków were used to build a national quasigeoid model. It can be assumed that due to the small number of points and their uneven distribution over the city area, the quasigeoid can be determined less accurately. It became the reason for developing a local quasigeoid model based on a larger number of evenly distributed points. The quasigeoid model was based on 66 evenly distributed points (from 2.5 km to 5.0 km apart) in the study area. The process of modelling the quasigeoid used height anomalies determined at these points on the basis of normal heights derived through levelling and ellipsoidal heights derived through GNSS surveys. Height anomalies coming from the global geopotential model EGM2008 served as a long-wavelength trend in those derived from surveys. Analyses showed that the developed height anomaly model fits the empirical data at the level of single millimetres – mean absolute difference 0.005 m. The developed local model QuasigeoidKR2019, similar to the national model PL-geoid2011, are models closely related to the reference and height systems in Poland. Such models are used to integrate GNSS and levelling observations. A comparison of the local QuasigeoidKR2019 and national PL-geoid2011 model was made for the reference frame PL-ETRF2000 and height datum PL-KRON86-NH. The comparison of the two models with respect to GNSS/levelling height anomalies shows a triple reduction in the values of individual quartiles and a mean absolute difference for the developed local model. These summary statistics clearly indicate that the accuracy of the local model for the city of Krakow is significantly higher than that of the national one.
Źródło:
Reports on Geodesy and Geoinformatics; 2020, 109; 25-31
2391-8365
2391-8152
Pojawia się w:
Reports on Geodesy and Geoinformatics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Optimal Ensemble Learning Based on Distinctive Feature Selection by Univariate ANOVA-F Statistics for IDS
Autorzy:
Shakeela, Shaikh
Sai Shankar, N.
Mohan Reddy, P.
Kavya Tulasi, T.
Mahesh Koneru, M.
Powiązania:
https://bibliotekanauki.pl/articles/1844624.pdf
Data publikacji:
2021
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
ANOVA-F test
cross validation
decision trees
features
NSL-KDD
data set
Opis:
Cyber-attacks are increasing day by day. The generation of data by the population of the world is immensely escalated. The advancements in technology, are intern leading to more chances of vulnerabilities to individual’s personal data. Across the world it became a very big challenge to bring down the threats to data security. These threats are not only targeting the user data and also destroying the whole network infrastructure in the local or global level, the attacks could be hardware or software. Central objective of this paper is to design an intrusion detection system using ensemble learning specifically Decision Trees with distinctive feature selection univariate ANOVA-F test. Decision Trees has been the most popular among ensemble learning methods and it also outperforms among the other classification algorithm in various aspects. With the essence of different feature selection techniques, the performance found to be increased more, and the detection outcome will be less prone to false classification. Analysis of Variance (ANOVA) with F-statistics computations could be a reasonable criterion to choose distinctives features in the given network traffic data. The mentioned technique is applied and tested on NSL KDD network dataset. Various performance measures like accuracy, precision, F-score and Cross Validation curve have drawn to justify the ability of the method.
Źródło:
International Journal of Electronics and Telecommunications; 2021, 67, 2; 267-275
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Alternative Approach to Evaluating Interpolation Methods of Small and Imbalanced Data Sets
Nowe podejście do oceny jakości metod interpolacji niewielkich i zróżnicowanych zestawów danych
Autorzy:
Gonet, T.
Gonet, K.
Powiązania:
https://bibliotekanauki.pl/articles/385300.pdf
Data publikacji:
2017
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
interpolacja
Surfer
walidacja krzyżowa
mały zestaw danych
interpolation
cross-validation
small data set
Opis:
Badania dotyczą alternatywnego podejścia do oceny jakości metod interpolacji niewielkich i zróżnicowanych zestawów danych. Podstawowa analiza statystyczna oparta na klasycznej walidacji krzyżowej nie zawsze daje jednoznaczne wnioski. W przypadku analizowanego zestawu danych (niezgodnego z rozkładem normalnym) trzy metody interpolacji zostały wybrane jako najlepsze (zgodnie z procedurą klasycznej walidacji krzyżowej). Niemniej jednak mapy powstałe na podstawie tych metod wyraźnie się od siebie różnią. To jest powód, dla którego dogłębna analiza statystyczna była konieczna. Zaproponowano alternatywne podejście do tego zagadnienia, które uwzględnia szersze spektrum parametrów opisujących badany zestaw danych. Głównym założeniem tej metodyki jest porównanie nie tylko odchylenia standardowego estymatora, ale również trzech dodatkowych parametrów. To powoduje, iż końcowa ocena jest znacznie dokładniejsza. Analizę wykonano za pomocą programu Surfer (Golden Software). Zapewnia on możliwość wykorzystania wielu metod interpolacji wraz z różnorakimi, regulowanymi parametrami.
The research concerns an alternative approach to the evaluation of interpolation methods for mapping small and imbalanced data sets. A basic statistical analysis of the standard cross-validation procedure is not always conclusive. In the case of the investigated data set (which is inconsistent with normal distribution), three interpolation methods have been selected as the most reliable (according to standard cross-validation). However, maps resulting from the aforementioned methods clearly differ from each other. This is the reason why a comprehensive statistical analysis of the studied data is a necessity. We propose an alternative approach that evaluates a broadened scope of parameters describing the data distribution. The general idea of the methodology is to compare not only the standard deviation of the estimator but also three additional parameters to make the final assessment much more accurate. The analysis has been carried out with the use of Golden Software Surfer. It provides a wide range of interpolation methods and numerous adjustable parameters.
Źródło:
Geomatics and Environmental Engineering; 2017, 11, 3; 49-65
1898-1135
Pojawia się w:
Geomatics and Environmental Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Analiza wybranych metod walidacji krzyżowej w programie RSES
Analysis of selected cross-validation methods in the RSES program
Autorzy:
Kołpacki, Radosław
Powiązania:
https://bibliotekanauki.pl/articles/41203506.pdf
Data publikacji:
2024
Wydawca:
Uniwersytet Kazimierza Wielkiego w Bydgoszczy
Tematy:
walidacja krzyżowa
RSES
analiza danych
zależność
algorytm genetyczny
cross-validation
data analysis
dependency
genetic algorithm
Opis:
W artykule przeprowadzono analizę zbioru danych za pomocą dwóch metod walidacji krzyżowej. Wykorzystano program RSES do identyfikacji kluczowych właściwości i relacji w zbiorze. Wyniki wykazują wpływ niektórych parametrów na potencjalną dokładność wyników.
This article presents an analysis of a dataset using two cross-validation methods. The RSES program was employed to identify key properties and relationships within the dataset. The results indicate the impact of certain parameters on the potential accuracy of the outcomes.
Źródło:
Studia i Materiały Informatyki Stosowanej; 2024, 16, 1
1689-6300
Pojawia się w:
Studia i Materiały Informatyki Stosowanej
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Analiza wybranych metod walidacji krzyżowej w programie RSES
Analysis of selected cross-validation methods in the RSES program
Autorzy:
Bethke, Beata
Powiązania:
https://bibliotekanauki.pl/articles/41203515.pdf
Data publikacji:
2024
Wydawca:
Uniwersytet Kazimierza Wielkiego w Bydgoszczy
Tematy:
walidacja krzyżowa
RSES
analiza danych
zależność
algorytm genetyczny
cross-validation
data analysis
dependency
genetic algorithm
Opis:
W artykule przeprowadzono analizę zbioru danych za pomocą dwóch metod walidacji krzyżowej. Wykorzystano program RSES do identyfikacji kluczowych właściwości i relacji w zbiorze. Wyniki wykazują wpływ niektórych parametrów na potencjalną dokładność wyników.
This article presents an analysis of a dataset using two cross-validation methods. The RSES program was employed to identify key properties and relationships within the dataset. The results indicate the impact of certain parameters on the potential accuracy of the outcomes.
Źródło:
Studia i Materiały Informatyki Stosowanej; 2024, 16, 1; 11-14
1689-6300
Pojawia się w:
Studia i Materiały Informatyki Stosowanej
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Research framework for studying driver distraction on Polish city highways
Autorzy:
D'Souza, K. A.
Maheshwari, S. K.
Banaszak, Z. A.
Powiązania:
https://bibliotekanauki.pl/articles/406897.pdf
Data publikacji:
2013
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
accident data analysis
modeling drive distraction
multinomial logistic regression
predicting driver distraction risk
Distraction Risk Index
model validation
Opis:
Analysis of accidents has found driver distraction to be a significant cause of accidents on the highways [1]. Therefore, studying the causes of driver distraction that impact its risk level is needed for a better understanding of accident occurrences. There is general scarcity of research in this field with no established research framework to study driver distractions. This paper proposes a modular research framework for conducting a driver distraction study on Polish city highways. The framework contains guidelines for distraction studies for wide range of cost and time intervals such as a quick, low cost study like analysis of existing accident databases maintained by the cities to relatively higher cost, longer duration study involving field data collection, statistical modeling, and analysis. A city may choose one or more modules to suit their study requirements including statistical and simulation tools to assess and validate the historical or empirical result. The framework is based on the careful modifications and revisions of an earlier transit bus driver study conducted in the Commonwealth of Virginia, U.S.A., and results from this research are presented for purposes of illustration.
Źródło:
Management and Production Engineering Review; 2013, 4, 2; 12-24
2080-8208
2082-1344
Pojawia się w:
Management and Production Engineering Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Effectiveness of the Integrated Zone Comparison Technique (IZCT) with Various Scoring Systems in a Mock Crime Experiment by Students
Autorzy:
Gordon, Nathan J.
Fleisher, William L.
Powiązania:
https://bibliotekanauki.pl/articles/523237.pdf
Data publikacji:
2012
Wydawca:
Krakowska Akademia im. Andrzeja Frycza Modrzewskiego
Tematy:
Integrated Zone Comparison Technique (IZCT)
Data Analysis, Horizontal Scoring System (HSS)
3-Point Manual Scoring System
7-Point Manual Scoring System
Validity
Polygraph Validation Test (PVT)
Źródło:
European Polygraph; 2012, 6, 1(19); 5-17
1898-5238
2380-0550
Pojawia się w:
European Polygraph
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Kluczowe etapy tworzenia Informatycznego Systemu Metrologicznej Bazy Danych przeznaczonego dla sieci laboratoriów badawczych i wzorcujących
Key stages of designing and developing the Metrological Database Information System for testing and calibration laboratories
Autorzy:
Świerzowicz, J.
Adamczyk, K.
Tabisz, R. A.
Powiązania:
https://bibliotekanauki.pl/articles/157030.pdf
Data publikacji:
2008
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
bazy danych
operacyjne bazy danych
analityczne bazy danych
hurtownie danych
jakość modelu danych
metrologiczne bazy danych
laboratoria badawcze i wzorcujące
walidacja procesów pomiarowych
database
operating database
analytical database
data warehouse
data quality model
metrological database
testing and calibration laboratories
measurement processes validation
Opis:
Uzasadniono potrzebę tworzenia Informatycznego Systemu Metrologicznej Bazy Danych przeznaczonego dla sieci laboratoriów badawczych i wzorcujących. Wyjaśniono, dlaczego system taki powinien składać się z dwóch baz danych: bazy operacyjnej oraz bazy analitycznej zwanej także hurtownią danych. Opisano najważniejsze etapy tworzenia takiego systemu decydujące o jego ostatecznej strukturze zapewniającej oczekiwaną funkcjonalność oraz dostępność dla różnego rodzaju laboratoriów za pomocą sieci Internet. Przedstawiono wyniki badań opracowanego modelu operacyjnej bazy danych, stanowiącej część tworzonego systemu. Zaproponowano porządek dalszych działań zmierzających do utworzenia części analitycznej, która stanowić będzie drugą istotną część tego systemu. Wskazano na potrzebę właściwego podziału ról w zespole realizującym projekt i uzasadniono przyjętą metodykę dalszych działań.
The need for developing the Metrological Database Information System for the network of testing and calibration laboratories is shown in the paper. It is explained why such a system should consist of two databases: operational and analytical (called also a data warehouse). The most important stages of creating such a system deciding on its final structure are described. The structure ensures the expected functionality and availability of different kinds of laboratories by the Internet. The investigation results of the model of the operating database being the part of the created system are presented. There is proposed the sequence of further works aiming at creation of the analytical part which will be the second, essential part of this system. The need of the appropriate division of roles in the team carrying out the project is emphasized and the assumed methodology of further works is shown.
Źródło:
Pomiary Automatyka Kontrola; 2008, R. 54, nr 12, 12; 869-873
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Improvement of MERIS level 2 products in Baltic Sea coastal areas by applying the Improved Contrast between Ocean and Land processor (ICOL) - data analysis and validation
Autorzy:
Kratzer, S.
Vinterhav, C.
Powiązania:
https://bibliotekanauki.pl/articles/48296.pdf
Data publikacji:
2010
Wydawca:
Polska Akademia Nauk. Instytut Oceanologii PAN
Tematy:
MERIS standard processor
FUB processor
C2E process
Baltic Sea
coastal area
data analysis
validation
spectral reflectance
open sea
remote sensing
water quality
atmosphere
water body
total suspended matter
suspended particulate matter
organic matter
Opis:
In this paper we compare the following MERIS processors against sea-truthing data: the standard MERIS processor (MEGS 7.4.1), the Case 2 Regional processor (C2R) of the German Institute for Coastal Research (GKSS), and the Case 2Water Properties processor developed at the Freie Universit¨at Berlin (FUB). Furthermore, the Improved Contrast between Ocean and Land processor (ICOL), a prototype processor for the correction of adjacency effects from land, was tested on all three processors, and the retrieval of level 2 data was evaluated against sea-truthing data before and after ICOL processing. The results show that by using ICOL the retrieval of spectral reflectance in the open sea was improved for all processors. After ICOL processing, the FUB showed rather small errors in the blue, but underestimated in the red −34% Mean Normalised Bias (MNB) and 37% Root Mean Square (RMS). For MEGS the reflectance in the red was underestimated by about −20% MNB and 23% RMS, whereas the reflectance in the other channels was well predicted, even without any ICOL processing. The C2R underestimated the red with about −27% MNB and 29% RMS and at 412 nm it overestimated the reflectance with about 23% MNB and 29% RMS. At the outer open sea stations ICOL processing did not have a strong effect: the effect of the processor diminishes progressively up to 30 km from land. At the open sea stations the ICOL processor improved chlorophyll retrieval using MEGS from −74% to about 34% MNB, and TSM retrieval from −63% to about 22% MNB. Using FUB in combination with ICOL gave even better results for both chlorophyll (25% MNB and 45% RMS) and TSM (−4% MNB and 36% RMS) in the open Baltic Sea. All three processors predicted TSM rather well, but the standard processor gave the best results (−12% MNB and 17% RMS). The C2R had a very low MNB for TSM (1%), but a rather high RMS (54%). The FUB was intermediate with −16% MNB and 31% RMS. In coastal waters, the spectral diffuse attenuation coefficient Kd(490) was well predicted using FUB or MEGS in combination with ICOL (MNB about 12% for FUB and 0.4% for MEGS). Chlorophyll was rather well predicted in the open Baltic Sea using FUB with ICOL (MNB 25%) and even without ICOL processing (MNB about 15%). ICOL-processed MEGS data also gave rather good retrieval of chlorophyll in the coastal areas (MNB of 19% and RMS of 28%). In the open Baltic Sea chlorophyll retrieval gave a MNB of 34% and RMS of 70%, which may be due to the considerable patchiness caused by cyanobacterial blooms. The results presented here indicate that with the MERIS mission, ESA and co- workers are in the process of solving some of the main issues regarding the remote sensing of coastal waters: spatial resolution; land-water adjacency effects; improved level 2 product retrieval in the Baltic Sea, i.e. the retrieval of spectral reflectance and of the water quality products TSM and chlorophyll.
Źródło:
Oceanologia; 2010, 52, 2; 211-236
0078-3234
Pojawia się w:
Oceanologia
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The inclusion of respondents in qualitatice pedagogical research. Methodological dilemmas and legal conditions
Włączanie osób badanych w jakościowe badania pedagogiczne. Dylematy metodologiczne i uwarunkowania prawne
Autorzy:
Ciechowska, Magdalena
Kusztal, Justyna
Powiązania:
https://bibliotekanauki.pl/articles/2079861.pdf
Data publikacji:
2022-05-01
Wydawca:
Akademia Marynarki Wojennej. Wydział Nauk Humanistycznych i Społecznych
Tematy:
qualitative research
inclusion of respondents
research paradigms
way of including subjects in the research process
inclusive methods of data collection
communicative validation
badania jakościowe
inkluzja badanych
paradygmaty badawcze
sposoby włączania badanych w proces badawczy
inkluzyjne sposoby gromadzenia danych
walidacja komunikacyjna
Opis:
The review article is an attempt to present the issue of including respondents' inclusions in the process of qualitative pedagogical research. The problem is not often discussed in the literature in the field of pedagogical research methodology, while the dynamically developing philosophy of qualitative research in this area (participatory paradigms) proves the need to discuss the methods and possibilities of coop-eration between the researcher and the respondents. The theoretical aim of the authors is to define the described issue, whereas the practical goal of this article is to show how to include respondents in the active participation in research, and legal issues related to their participation. The latest Polish and English-language literature and practical experience indicate the existence of a number of inclusive ways of data collection, analysis and interpretation in cooperation with the surveyed entities. The article may be an inspiration for a pedagogue - teacher - educator - tutor who carries out diagnostic (research) tasks in the process of educating his pupils.
Artykuł ma charakter przeglądowy i prezentuje problem włączania badanych do jakościowych badań pedagogicznych. Problem ten nie jest często poruszany w literaturze z obszaru metodologii badań pedagogicznych, tymczasem dynamicznie rozwijająca się filozofia badań jakościowych w tym zakresie (paradygmaty partycypacyjne) świadczy o konieczności dyskutowania o sposobach i możliwościach współpracy badacza z badanymi. Cel poznawczy artykułu to zdefiniowanie opisywanego zagadnienia i tym samym wzbogacenie teorii badań pedagogicznych, natomiast ukazanie sposobów włączania pod-miotów do aktywnego udziału uczestników w badaniach oraz prawnych standardów związanych z ich partycypacją stanowi praktyczny cel artykułu. Najnowsza literatura polsko- i anglojęzyczna oraz doświadczenia praktyczne badaczy jakościowych wskazują na istnienie inkluzyjnych sposobów gromadzenia danych, ich analizy i interpretacji we współpracy z badanymi podmiotami. Artykuł może być inspiracją dla pedagoga-nauczyciela-edukatora-wychowawcy, który realizuje zadania diagnostyczne (badawcze) w procesie kształcenia i wychowania swoich uczniów i wychowanków.
Źródło:
Colloquium; 2022, 14, 1; 51-67
2081-3813
2658-0365
Pojawia się w:
Colloquium
Dostawca treści:
Biblioteka Nauki
Artykuł
    Wyświetlanie 1-14 z 14

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