cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15079008
title: Data for indoor air quality monitoring

description: Data collected from multiple devices used for indoor air quality monitoring


This repository contains data collected from a variety of sensors from multiple devices that have a single purpose, to monitor how climate factors and other polluants affect indoor air quality.


Content description


  
The archive contains data organized in folders for each device.
  
Each folder contains raw and processed data, as well as descriptions and charts.
  
In each folder, there are two types of CSV files: one for raw data and one for processed data.
  
In each folder, there are two types of TXT files: one for initial description (that contains details about parameters, types of sensors etc.) and one for the description of the processing step.



Methodology

The data was collected at 5 minute intervals, using one sensor for temperature and humidity and one for TVOC and eCO2.

Types of temperature/humidity sensors used:


  
HTU21D
  
DHT11


Type of TVOC/eCO2 sensor used: CCS811



The processing step

The raw data went through a cleansing process that included:


  
Remove duplicate values.
  
Remove outliers.
  
Fill in missing values.
  
Redoing the timestamp to ensure fixed intervals of 5 minutes between two consecutive values.
  
For each phase of the data processing step, graphs were saved to show the effect that the processing had on the data.

  
More details about the processing step of each device can be found in the TXT file that contains  info_processing_step. This file can be found in every folder, for every device.

  
Data Format

The CSV files contains these main columns:


  
    Column
    Measure Unity
  
  
    DateTime
    datetime64
  
  
    Temperature
    degree Celsius
  
  
    Humidity
    %
  
  
    TVOC
    ppb
  
  
    ECO2
    ppm
DOI: 10.5281/zenodo.15079009
title: Data for indoor air quality monitoring

description: Data collected from multiple devices used for indoor air quality monitoring


This repository contains data collected from a variety of sensors from multiple devices that have a single purpose, to monitor how climate factors and other polluants affect indoor air quality.


Content description


  
The archive contains data organized in folders for each device.
  
Each folder contains raw and processed data, as well as descriptions and charts.
  
In each folder, there are two types of CSV files: one for raw data and one for processed data.
  
In each folder, there are two types of TXT files: one for initial description (that contains details about parameters, types of sensors etc.) and one for the description of the processing step.



Methodology

The data was collected at 5 minute intervals, using one sensor for temperature and humidity and one for TVOC and eCO2.

Types of temperature/humidity sensors used:


  
HTU21D
  
DHT11


Type of TVOC/eCO2 sensor used: CCS811



The processing step

The raw data went through a cleansing process that included:


  
Remove duplicate values.
  
Remove outliers.
  
Fill in missing values.
  
Redoing the timestamp to ensure fixed intervals of 5 minutes between two consecutive values.
  
For each phase of the data processing step, graphs were saved to show the effect that the processing had on the data.

  
More details about the processing step of each device can be found in the TXT file that contains  info_processing_step. This file can be found in every folder, for every device.

  
Data Format

The CSV files contains these main columns:


  
    Column
    Measure Unity
  
  
    DateTime
    datetime64
  
  
    Temperature
    degree Celsius
  
  
    Humidity
    %
  
  
    TVOC
    ppb
  
  
    ECO2
    ppm
DOI: 10.5281/zenodo.5514193
title: Philosophy [IO Islamic 98]

description: Philosophy.
	
This manuscript is now IO Islamic 98 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 582 here with further notations and hyperlinks].



582.


98. Size 7 in. by 41/2 in.; foll. 68. Five and seven lines in a page.


I.Foll.1-19r. ATHÎR AL-DÎN ABHARÎ’S (d. A.H. 663)ايساغوجى (see no. 497).


II.Foll. 19v.-50. The logical treatise ميزان المنطق (see no. 573).


Transcribed in Dh’l-ḥijjah, 1210, in the camp (در مقام کنپ) at Fatḥgaṛh.


III.Foll. 51-68. TAFTÂZÂNÎ’S (d. A.H. 792) تهذيب المنطق (see no. 534).


Copied A.H. 1212, also in the camp at Fatḥgaṛh.


Written in a good Nasta’lîḳ hand, with a few notes.
DOI: 10.5281/zenodo.5514194
title: Philosophy [IO Islamic 98]

description: Philosophy.
	
This manuscript is now IO Islamic 98 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 582 here with further notations and hyperlinks].



582.


98. Size 7 in. by 41/2 in.; foll. 68. Five and seven lines in a page.


I.Foll.1-19r. ATHÎR AL-DÎN ABHARÎ’S (d. A.H. 663)ايساغوجى (see no. 497).


II.Foll. 19v.-50. The logical treatise ميزان المنطق (see no. 573).


Transcribed in Dh’l-ḥijjah, 1210, in the camp (در مقام کنپ) at Fatḥgaṛh.


III.Foll. 51-68. TAFTÂZÂNÎ’S (d. A.H. 792) تهذيب المنطق (see no. 534).


Copied A.H. 1212, also in the camp at Fatḥgaṛh.


Written in a good Nasta’lîḳ hand, with a few notes.
DOI: 10.5281/zenodo.5510593
title: Philosophy [IO Islamic 1321]

description: Philosophy.
	
This manuscript is now IO Islamic 1321 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 580 here with further notations and hyperlinks].



580.


1321. Size 91/4 in. by 5 in.; foll. 331. Nineteen lines in a page.


The first part of a voluminous work on Metaphysics, entitled ‘’the clear horizon’’ الافق المبين, 1 by Muḥammad b. Muḥammad, commonly called BÂḲIR DÂMÂD (الملقب بباقر الداماد) Ḥusainî.


The preface begins:سبحانك اللّهمّ جلّ حمدك و عزّ مجدك يا ربّ العاقلات العالية و السافلات البالية . It is stated in it that work consists of two صرحة (?), the first of which comprises the ‘’universal’’ part of the metaphysics (fol.3), الصرحة الاولى من كتاب الافق المبين و هو فلك العلم وسماء اليقين فى الشطر الكلى من حكمة ما فوق الطبيعة . It is divided into مساقات, each of which is subdivided into sections (فصول) and special headings (عنوانات). Only the first , fifth , and sixth مساقة of the first صرحة are to be found in this MS., viz. : I.المساقة الاولى من الصرحة الاولى فى تقدمة جملة تجرى مجرى المبادى فى التقديم و التصدير , being introductory, on definition, perception, etc.; V. (fol. 64v.) المساقة الخامسة من الصرحة الاولى من كتاب الافق المبين ...


يستقصى فيها القول فى عناصر العقود (الوجود.r) و هى الوجوب و الامكان و الامتناع


, on necessity, possibility, and impossibility.


Ends as follows:فلنختم القول فى المساقة الخامسة من الصرحة الاولى من كتاب الافق المبين و هو اسطرلاب الحق و فرجاء (فرجار.r) اليقين و ناخذ فى المساقة السادسة حامدين الخ.


The sixth مساقة begins (fol. 184v.):المساقة السادسة من الصُرحة (!) الاولى من كتاب الافق المبين و هو دستور الحق و ميزان اليقين ... فى احقاق حق النظر فى اوعية الوجود و سنن الموجودات بحسبها (بحسّيتها .r) و ضروب التقدم و التاخر و المعيّة و الاحكام المختلفة باختلافها الخ,on accidents , such as time, distance , and motion.


This work is written in a bombastic and rather obscure style. It comprises both the Greek and the Muḥammadan system. Ibn Sînâ is frequently quoted.


Well written, of about A.H. 1000. Collated, and furnished with marginal notes, which are written in a minute Shikastah. Originally in two volumes, the second of which began with fol. 184. The beginning and end of the first volume, and the last leaf of the second, have been supplied by a more modern hand.


[Johnson.]


 


1 From Sûrah 81, 23.
DOI: 10.5281/zenodo.5510594
title: Philosophy [IO Islamic 1321]

description: Philosophy.
	
This manuscript is now IO Islamic 1321 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 580 here with further notations and hyperlinks].



580.


1321. Size 91/4 in. by 5 in.; foll. 331. Nineteen lines in a page.


The first part of a voluminous work on Metaphysics, entitled ‘’the clear horizon’’ الافق المبين, 1 by Muḥammad b. Muḥammad, commonly called BÂḲIR DÂMÂD (الملقب بباقر الداماد) Ḥusainî.


The preface begins:سبحانك اللّهمّ جلّ حمدك و عزّ مجدك يا ربّ العاقلات العالية و السافلات البالية . It is stated in it that work consists of two صرحة (?), the first of which comprises the ‘’universal’’ part of the metaphysics (fol.3), الصرحة الاولى من كتاب الافق المبين و هو فلك العلم وسماء اليقين فى الشطر الكلى من حكمة ما فوق الطبيعة . It is divided into مساقات, each of which is subdivided into sections (فصول) and special headings (عنوانات). Only the first , fifth , and sixth مساقة of the first صرحة are to be found in this MS., viz. : I.المساقة الاولى من الصرحة الاولى فى تقدمة جملة تجرى مجرى المبادى فى التقديم و التصدير , being introductory, on definition, perception, etc.; V. (fol. 64v.) المساقة الخامسة من الصرحة الاولى من كتاب الافق المبين ...


يستقصى فيها القول فى عناصر العقود (الوجود.r) و هى الوجوب و الامكان و الامتناع


, on necessity, possibility, and impossibility.


Ends as follows:فلنختم القول فى المساقة الخامسة من الصرحة الاولى من كتاب الافق المبين و هو اسطرلاب الحق و فرجاء (فرجار.r) اليقين و ناخذ فى المساقة السادسة حامدين الخ.


The sixth مساقة begins (fol. 184v.):المساقة السادسة من الصُرحة (!) الاولى من كتاب الافق المبين و هو دستور الحق و ميزان اليقين ... فى احقاق حق النظر فى اوعية الوجود و سنن الموجودات بحسبها (بحسّيتها .r) و ضروب التقدم و التاخر و المعيّة و الاحكام المختلفة باختلافها الخ,on accidents , such as time, distance , and motion.


This work is written in a bombastic and rather obscure style. It comprises both the Greek and the Muḥammadan system. Ibn Sînâ is frequently quoted.


Well written, of about A.H. 1000. Collated, and furnished with marginal notes, which are written in a minute Shikastah. Originally in two volumes, the second of which began with fol. 184. The beginning and end of the first volume, and the last leaf of the second, have been supplied by a more modern hand.


[Johnson.]


 


1 From Sûrah 81, 23.
DOI: 10.5281/zenodo.5510589
title: Philosophy [IO Islamic 2290]

description: Philosophy.
	
This manuscript is now IO Islamic 2290 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 579 here with further notations and hyperlinks].



579.


2290. Size 9 in. by 5 in.; foll. 119. Thirteen and eleven lines in a page.


Another copy of the same work.


Well written in a large character, by Sa’îd b. Saiyid Abu Bakr, A.H. 1150. The main text is not distinguished from the commentary.


[College of Fort William, 1825.]
DOI: 10.5281/zenodo.5510590
title: Philosophy [IO Islamic 2290]

description: Philosophy.
	
This manuscript is now IO Islamic 2290 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 579 here with further notations and hyperlinks].



579.


2290. Size 9 in. by 5 in.; foll. 119. Thirteen and eleven lines in a page.


Another copy of the same work.


Well written in a large character, by Sa’îd b. Saiyid Abu Bakr, A.H. 1150. The main text is not distinguished from the commentary.


[College of Fort William, 1825.]
DOI: 10.5281/zenodo.5510585
title: Philosophy [IO Islamic 1339]

description: Philosophy.
	
This manuscript is now IO Islamic 1339 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 578 here with further notations and hyperlinks].



578.


1339. Size 83/4 in. by 5 in.; foll. 61. Mostly seventeen lines in a page.


الجزؤ الاول من كتاب زبدة شرح شمة فى العلم المنطق تصنيف مولانا علاو الدين منكلورى


Another copy of the same Commentary, well written, with many glosses.


Begins:الحمدلله الذى تقدس من ان يوصف بالحدوث و العرض الخ.


A table of abbreviations (علامات حواشى) is on the title-page, as in the preceding MS.


[Johnson.]
DOI: 10.5281/zenodo.5510586
title: Philosophy [IO Islamic 1339]

description: Philosophy.
	
This manuscript is now IO Islamic 1339 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 578 here with further notations and hyperlinks].



578.


1339. Size 83/4 in. by 5 in.; foll. 61. Mostly seventeen lines in a page.


الجزؤ الاول من كتاب زبدة شرح شمة فى العلم المنطق تصنيف مولانا علاو الدين منكلورى


Another copy of the same Commentary, well written, with many glosses.


Begins:الحمدلله الذى تقدس من ان يوصف بالحدوث و العرض الخ.


A table of abbreviations (علامات حواشى) is on the title-page, as in the preceding MS.


[Johnson.]
DOI: 10.5281/zenodo.15079004
title: LABPLAS Spectral Library for Detection of Marine Floating Plastics in Sentinel 2 Satellite Imagery

description: Here you find a library of spectral curves/signatures (from Sentinel-2) of several classes, developed under H2020 LABPLAS project. The library is designed to support the development of models for the detection of marine plastics in Sentinel-2 satelite images. The library includes spectral signatures of floating marine plastic (from artifical plastic targets and pollution events), as well as other features (e.g. clouds, marine water, foam/spume filaments, breaking-waves, turbid waters, aquaculture structures, phytoplankton blooms). In the H2020 LABPLAS project, the present library was used in conjunction with a publicly-available library called MARIDA. The present library is fully compatible with MARIDA, and therefore both libraries (this and MARIDA) can be easily merged. Hence, the present library adds additional spectral signatures to MARIDA, creating a larger and more comprehensive library for the satellite detection of marine plastics in Sentinel-2. The reflectances are Rayleigh-corrected reflectance (Rrc), which was done with ACOLITE processor on the original L1C Sentinel-2 data (as in MARIDA). The total number of spectral curves is 115,410.
DOI: 10.5281/zenodo.15079005
title: LABPLAS Spectral Library for Detection of Marine Floating Plastics in Sentinel 2 Satellite Imagery

description: Here you find a library of spectral curves/signatures (from Sentinel-2) of several classes, developed under H2020 LABPLAS project. The library is designed to support the development of models for the detection of marine plastics in Sentinel-2 satelite images. The library includes spectral signatures of floating marine plastic (from artifical plastic targets and pollution events), as well as other features (e.g. clouds, marine water, foam/spume filaments, breaking-waves, turbid waters, aquaculture structures, phytoplankton blooms). In the H2020 LABPLAS project, the present library was used in conjunction with a publicly-available library called MARIDA. The present library is fully compatible with MARIDA, and therefore both libraries (this and MARIDA) can be easily merged. Hence, the present library adds additional spectral signatures to MARIDA, creating a larger and more comprehensive library for the satellite detection of marine plastics in Sentinel-2. The reflectances are Rayleigh-corrected reflectance (Rrc), which was done with ACOLITE processor on the original L1C Sentinel-2 data (as in MARIDA). The total number of spectral curves is 115,410.
DOI: 10.15468/dl.2dyk64
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "StateProvince is one of (NOrth Carolina, North CArolina)",
 "TaxonKey is Leuconotopicus borealis (Vieillot, 1809)"
 ]
}

 The dataset includes 217 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000088-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5510581
title: Philosophy [IO Islamic 545]

description: Philosophy.
	
This manuscript is now IO Islamic 545 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 577 here with further notations and hyperlinks].



577.


545. Size 7 in. by 41/4 in.; foll. 82. Fifteen and thirteen time lines in a page.


الجزء الاول من الزبدة شرح الشمة فى علم الميزان


A Commentary (ممزوج) on the preceding treatise, by ‘ALÂ AL-DÎN MANGALÛRÎ. It appears from this MS., that the author wrote this commentary at Asâwul (i.e. Aḥmadâbâd in Gujarât), and dedicated it to Muḥammad Unnar Khân, who was probably a son of Jâm Fatḥ Khân b. Sikandar, ruler of Sindh (A.H. 812-827).1


If so, the treatise in a question would be comparatively ancient.


The preface begins:الحمد لله الذى تقدس من ان يوصف بالجوهر و العرض ... و بعد فقد سالنى من لا يسعنى ان اخالف .... و هو الملك المعظم ذو العلم و الحلم و الجود و الكرم محمد المعروف باُنَّر بن فتحخان بن صدر بن طغاچى2 (3.lof) بن جام لا زال له من التوفيق قوام ... ان اكتب ما يجرى مجرى الشرح للشمة فى الميزان لينتفع به من يهتم بشانها من الخلان الخ.


Plainly written. Dated 2nd Sha’bân, 1081. Marginal notes. There is a double beginning to this MS. (foll.1 and 2). Both title-pages give a table of the abbreviations used in the marginal notes (علامات الحواشى), and the first contains also a prayer, which is to be recited before reading the book. The following statement is to be found at the end:تمت رسالة زبدة شرح شمة تصنيف مولانا علاو الدين3 منكلورى پسر قاضی منکلور بود و تحصیل در پتَن کرده باشد پیش پدر میان معین الدین نهرواری و اندرخان (!) که برای او زبده نوشته پسر جام جونه (؟) بوداست برادر زادۀ4 حضرت شاه بهیکن بن شاه کونین قدس سره سکونت اساول کهنه داشت تصنیف زبده نیز در اساول واقعت شد.


Signature of the owner, ‘Abd al-razzâḳ b. ‘Abd al-karîm, of Cambay,فى البندر المباركة الكنبايت (!) الساكنة , who made this MS. a وقف .—‘’ Presented by J. Cotton Esq., 19th November, 1813.’’


 


1 See Sir H. Elliot, Hist. Of India, i. 229 and 224, and Briggs’s Ferishtah, iv. 426.


2 There should probably be read سكندر بن طماچی.


3 The following words are added by a different hand, and partly written over the original colophon.


4 The two words are uncertain.
DOI: 10.5281/zenodo.5510582
title: Philosophy [IO Islamic 545]

description: Philosophy.
	
This manuscript is now IO Islamic 545 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 577 here with further notations and hyperlinks].



577.


545. Size 7 in. by 41/4 in.; foll. 82. Fifteen and thirteen time lines in a page.


الجزء الاول من الزبدة شرح الشمة فى علم الميزان


A Commentary (ممزوج) on the preceding treatise, by ‘ALÂ AL-DÎN MANGALÛRÎ. It appears from this MS., that the author wrote this commentary at Asâwul (i.e. Aḥmadâbâd in Gujarât), and dedicated it to Muḥammad Unnar Khân, who was probably a son of Jâm Fatḥ Khân b. Sikandar, ruler of Sindh (A.H. 812-827).1


If so, the treatise in a question would be comparatively ancient.


The preface begins:الحمد لله الذى تقدس من ان يوصف بالجوهر و العرض ... و بعد فقد سالنى من لا يسعنى ان اخالف .... و هو الملك المعظم ذو العلم و الحلم و الجود و الكرم محمد المعروف باُنَّر بن فتحخان بن صدر بن طغاچى2 (3.lof) بن جام لا زال له من التوفيق قوام ... ان اكتب ما يجرى مجرى الشرح للشمة فى الميزان لينتفع به من يهتم بشانها من الخلان الخ.


Plainly written. Dated 2nd Sha’bân, 1081. Marginal notes. There is a double beginning to this MS. (foll.1 and 2). Both title-pages give a table of the abbreviations used in the marginal notes (علامات الحواشى), and the first contains also a prayer, which is to be recited before reading the book. The following statement is to be found at the end:تمت رسالة زبدة شرح شمة تصنيف مولانا علاو الدين3 منكلورى پسر قاضی منکلور بود و تحصیل در پتَن کرده باشد پیش پدر میان معین الدین نهرواری و اندرخان (!) که برای او زبده نوشته پسر جام جونه (؟) بوداست برادر زادۀ4 حضرت شاه بهیکن بن شاه کونین قدس سره سکونت اساول کهنه داشت تصنیف زبده نیز در اساول واقعت شد.


Signature of the owner, ‘Abd al-razzâḳ b. ‘Abd al-karîm, of Cambay,فى البندر المباركة الكنبايت (!) الساكنة , who made this MS. a وقف .—‘’ Presented by J. Cotton Esq., 19th November, 1813.’’


 


1 See Sir H. Elliot, Hist. Of India, i. 229 and 224, and Briggs’s Ferishtah, iv. 426.


2 There should probably be read سكندر بن طماچی.


3 The following words are added by a different hand, and partly written over the original colophon.


4 The two words are uncertain.
DOI: 10.15468/dl.mkayxx
title: Occurrence Download

description: A dataset containing 25038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ludwigia grandiflora (Michx.) Greuter & Burdet"
 ]
}

 The dataset includes 25038 records from 559 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000084-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65j7m2
title: Occurrence Download

description: A dataset containing 91653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.41049 10.26983,-72.97962 10.26983,-72.97962 11.36354,-74.41049 11.36354,-74.41049 10.26983))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 91653 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000075-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5504369
title: Philosophy [IO Islamic 2164]

description: Philosophy.
	
This manuscript is now IO Islamic 2164 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 576 here with further notations and hyperlinks].



576.


2164. Size 9 in. by 51/4 in.; foll. 20. Five lines in a page.


Another copy of the preceding work, well written, and with the exception of the last portion, furnished with vowel-points.


[College of Fort William, 1825.]
DOI: 10.5281/zenodo.5504370
title: Philosophy [IO Islamic 2164]

description: Philosophy.
	
This manuscript is now IO Islamic 2164 in the India Office collections.
	
[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), no. 576 here with further notations and hyperlinks].



576.


2164. Size 9 in. by 51/4 in.; foll. 20. Five lines in a page.


Another copy of the preceding work, well written, and with the exception of the last portion, furnished with vowel-points.


[College of Fort William, 1825.]