cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18026598
title: David Tydingco Farm (NDVI) June 9 2025

description: This orthomosaic of Talofofo, Guam was created from 2000 images taken on June 9 2025, at 150ft AGL, with a DJI Mavic 3 Multispectral. The mission was planned using the DJI Pilot application and post-processed using Pix4D Fields.

 

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.18026597
title: David Tydingco Farm (NDVI) June 9 2025

description: This orthomosaic of Talofofo, Guam was created from 2000 images taken on June 9 2025, at 150ft AGL, with a DJI Mavic 3 Multispectral. The mission was planned using the DJI Pilot application and post-processed using Pix4D Fields.

 

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.epzkuq
title: Occurrence Download

description: A dataset containing 14908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Schismus"
 ]
}

 The dataset includes 14908 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002507-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/garland-ouc11399n8nh
title: William Allen White, letter, 1922-04-29, to Arthur B. Maurice

description: William Allen White (c/o Edward C. Marsh (Harper and Brothers), [331 Pearl Street], Franklin Square, New York, New York, USA, letter, 1922 April 29, to Arthur B. Maurice (The New York Herald), New York, New York, USA. "I will have the article on Hamlin Garland by Mary 7th." -- first line.
DOI: 10.25549/garland-ouc11399n8pb
title: Hamlin Garland, letter, 1911-12-27, to William Allen White

description: Hamlin Garland, letter, 1911 December 27, to William Allen White, Emporia, Kansas, USA. "On Jan[uary] 3rd, Prof[essor] William M. Sloane, Chancellor of the National Academy of Arts and Letters, is to be the guest of honor at a Cliff Dweller Luncheon, and wishes to meet as many of the western members of the National Instittue as possible." -- first line.
DOI: 10.25549/garland-ouc11399n8pg
title: Stewart Edward White, letter, 1932-01-22, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, 1932 January 22, to Hamlin Garland, 2045 De Mille Drive, [Laughlin Park], Hollywood, Los Angeles, California, USA. "I want to thank you with as great emphasis as I can command for the perfectly wonderful book on the American Indian." -- first line.
DOI: 10.25549/garland-ouc11399n8px
title: Stewart Edward White, letter, 1907-07-07, to Hamlin Garland

description: Stewart Edward White, The Jumping Off Place, Santa Barbara, California, USA, letter, 1907 July 7, to Hamlin Garland. "That is bully news you give me." -- first line.
DOI: 10.25549/garland-ouc11399n8py
title: Stewart Edward White, letter, 1908-10-24, to Hamlin Garland

description: Stewart Edward White (The Jumping Off Place, Santa Barbara, California [letterhead], Los Angeles, California, USA, letter, 1908 October 24, to Hamlin Garland, [357 West Garland Street [later named]], West Salem, Wisconsin, USA. "Ever since your letter of October 5th I have been awaiting the prospectus or whatever you call it, of the National Institute of Arts and Letters." -- first line.
DOI: 10.25549/garland-ouc11399n8pz
title: Stewart Edward White, letter, 1914-04-08, to Hamlin Garland

description: Stewart Edward White, The Jumping Off Place, Santa Barbara, California, USA, letter, 1914 April 8, to Hamlin Garland (Cliff Dwellers Club), [220 South Michigan Avenue], Chicago, Illinois, USA. "I am sending you at last the long promised photograph." -- first line.
DOI: 10.25549/garland-ouc11399n8q0
title: Stewart Edward White, letter, 1916-07-10, to Hamlin Garland

description: Stewart Edward White, Brushwood Estate, [2370 Sunnyside Lane, Tahoe City], California, USA, letter, 1916 July 10, to Hamlin Garland. "Chatfield-Taylor is very kindly interesting himself in proposing my name for membership in the National Institute of Arts and Letters, and he has asked me to get some of my friends therein to say that they think I ought to belong." -- first line.
DOI: 10.5281/zenodo.17770925
title: Rooftop solar enables carbon-neutral transition in Hong Kong's building sector

description: Data Description

1. High-resolution (0.5m) Global Solar Radiation Dataset

Annual_GSR_final.tif is the pixel-scale annual global solar radiation (GSR) for the building rooftops in Hong Kong, with a spatial resolution of 0.5m, in GeoTIFF format. It is derived by our developed machine learning model, which has considered the solar attenuation due to roof geometry, building shadow, and cloud attenuation effect.

2. Building-scale Rooftop Solar Energy Potential (SEP) Dataset

Building_Scale_Annual_SEP.geojson.json contains the georeferenced (WGS-84) building footprint polygons with ancillary data, including the estimated annual SEP, financial payback periods, and carbon payback periods for each building rooftops in Hong Kong.

3. District-scale Rooftop SEP Dataset

District_Scale_Annual_SEP.geojson.json contains the geo-referenced (WGS-84) administrative district boundary in Hong Kong with ancillary data, including the absolute annual SEP and normalized annual SEP for each district.

4. Building-scale Decarbonization Assessment Dataset

Decarbonization_Analysis_Commercial_Buildings.geojson contains the geo-referenced (WGS-84) point feature for the commercial buildings in Hong Kong with ancillary data, including the building-level annual energy consumption and percentage reduction in annual energy consumption.

5. Pre-trained Machine Learning Model

Pretrained_RF_Model.joblib is our pre-trained machine learning model. The model requires daily clear-sky GSR and daily cloud optical thickness datasets in GeoTIFF format as a model input to estimate the daily cloud-attenuated GSR. The sample testing can be retrieved via our GitHub repository at https://github.com/Jimmy-Tong/Rooftop_SEP/.

6. Web Application for Visualizing Multi-scale Annual SEP and High-resolution (0.5m) GSR Datasets

https://Jimmy_Tong_RooftopSEP.users.earthengine.app/view/sepgsr is the web application for visualizing our annual SEP and high-resolution GSR Datasets. Even without specific GIS software and license, the web users can still visualize our map-based research findings.
DOI: 10.5281/zenodo.17770924
title: Rooftop solar enables carbon-neutral transition in Hong Kong's building sector

description: Data Description

1. High-resolution (0.5m) Global Solar Radiation Dataset

Annual_GSR_final.tif is the pixel-scale annual global solar radiation (GSR) for the building rooftops in Hong Kong, with a spatial resolution of 0.5m, in GeoTIFF format. It is derived by our developed machine learning model, which has considered the solar attenuation due to roof geometry, building shadow, and cloud attenuation effect.

2. Building-scale Rooftop Solar Energy Potential (SEP) Dataset

Building_Scale_Annual_SEP.geojson.json contains the georeferenced (WGS-84) building footprint polygons with ancillary data, including the estimated annual SEP, financial payback periods, and carbon payback periods for each building rooftops in Hong Kong.

3. District-scale Rooftop SEP Dataset

District_Scale_Annual_SEP.geojson.json contains the geo-referenced (WGS-84) administrative district boundary in Hong Kong with ancillary data, including the absolute annual SEP and normalized annual SEP for each district.

4. Building-scale Decarbonization Assessment Dataset

Decarbonization_Analysis_Commercial_Buildings.geojson contains the geo-referenced (WGS-84) point feature for the commercial buildings in Hong Kong with ancillary data, including the building-level annual energy consumption and percentage reduction in annual energy consumption.

5. Pre-trained Machine Learning Model

Pretrained_RF_Model.joblib is our pre-trained machine learning model. The model requires daily clear-sky GSR and daily cloud optical thickness datasets in GeoTIFF format as a model input to estimate the daily cloud-attenuated GSR. The sample testing can be retrieved via our GitHub repository at https://github.com/Jimmy-Tong/Rooftop_SEP/.

6. Web Application for Visualizing Multi-scale Annual SEP and High-resolution (0.5m) GSR Datasets

https://Jimmy_Tong_RooftopSEP.users.earthengine.app/view/sepgsr is the web application for visualizing our annual SEP and high-resolution GSR Datasets. Even without specific GIS software and license, the web users can still visualize our map-based research findings.
DOI: 10.25549/garland-ouc11399n8q6
title: Stewart Edward White, letter, [no year]-11-13, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, [1921?-1940?] November 13, to Hamlin Garland. "Glad to hear that you are back, but sorry to hear you caught a bug." -- first line.
DOI: 10.25549/garland-ouc11399n8q8
title: Stewart Edward White, letter, [no year]-09-10, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, [1921?-1940?] September 10, to Hamlin Garland. "I am so much pleased that you like that old-Times[?], and that you happened upon it." -- first line.
DOI: 10.25549/garland-ouc11399n8qd
title: Stewart Edward White, letter, [no year]-06-29, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, [1921?-1940?] June 29, to Hamlin Garland. "I should say those finds did validate the crosses." -- first line.
DOI: 10.25549/garland-ouc11399n8qe
title: Stewart Edward White, letter, [no year]-06-19, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, [1921?-1940?] June 19, to Hamlin Garland. "I'm delighted to hear that you are back." -- first line.
DOI: 10.25549/garland-ouc11399n8ry
title: Stewart Edward White, letter, [no year]-03-05, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, [1921?-1940?] March 5, to Hamlin Garland. "I've sent no 'bulletins' because there has been nothing to report." -- first line.
DOI: 10.25549/garland-ouc11399nau0
title: Hamlin Garland letter copy book, 1901-1905

description: Hamlin Garland letter copy book, 1901 November 1 -1905 October 3. The album has leaves numbered through leaf 250; however blank pages after leaf 223 were mostly not digitized. Hano improved manifold letter copying book no. 26. New York, New York, & Chicago, Illinois: Philip Hano & Co., [s.d.].
DOI: 10.25549/garland-ouc11399natr
title: Hamlin Garland letter copy book, 1901-1905

description: Hamlin Garland letter copy book, 1901 November 1 -1905 October 3. The album has leaves numbered through leaf 250; however blank pages after leaf 223 were mostly not digitized. Hano improved manifold letter copying book no. 26. New York, New York, & Chicago, Illinois: Philip Hano & Co., [s.d.].
DOI: 10.25549/garland-ouc11399natv
title: Hamlin Garland letter copy book, 1901-1905

description: Hamlin Garland letter copy book, 1901 November 1 -1905 October 3. The album has leaves numbered through leaf 250; however blank pages after leaf 223 were mostly not digitized. Hano improved manifold letter copying book no. 26. New York, New York, & Chicago, Illinois: Philip Hano & Co., [s.d.].
DOI: 10.25549/garland-ouc11399nau4
title: Hamlin Garland letter copy book, 1901-1905

description: Hamlin Garland letter copy book, 1901 November 1 -1905 October 3. The album has leaves numbered through leaf 250; however blank pages after leaf 223 were mostly not digitized. Hano improved manifold letter copying book no. 26. New York, New York, & Chicago, Illinois: Philip Hano & Co., [s.d.].
DOI: 10.25549/garland-ouc11399nauo
title: Hamlin Garland letter copy book, 1901-1905

description: Hamlin Garland letter copy book, 1901 November 1 -1905 October 3. The album has leaves numbered through leaf 250; however blank pages after leaf 223 were mostly not digitized. Hano improved manifold letter copying book no. 26. New York, New York, & Chicago, Illinois: Philip Hano & Co., [s.d.].
DOI: 10.25549/garland-ouc11399namg
title: Hamlin Garland, letter, to Lorado Zodac Taft

description: Hamlin Garland, 2045 De Mille Drive, Hollywood, California, USA, letter, to Lorado Zodac Taft. "We are expecting you at Glendale which is only fifteen minutes from our house at ten p.m. Wednesday night." -- first line.
DOI: 10.25549/garland-ouc11399nao5
title: Hamlin Garland, letter, [no year]-08-04, to Lorado Zodac Taft

description: Hamlin Garland, 2045 De Mille Drive, Hollywood, California, USA, letter, [no year] August 4, to Lorado Zodac Taft. "Zulime has been at a hospital in Santa Barbara for nearly three weeks to have her tonsils removed and to have a general over-hauling as they say of an auto mobile." -- first line.
DOI: 10.25549/garland-ouc11399nao7
title: Hamlin Garland, letter, 1934-07-10, to Lorado Zodac Taft

description: Hamlin Garland, 120 East 75th Street, New York, New York, USA, letter, 1934 July 10, to Lorado Zodac Taft. "There is a possibility that Zulime and I maybe coming along at the end of the week - if that suite is not otherwise engaged." -- first line.
DOI: 10.15468/dl.46d9a9
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Anchoa scofieldi"
 ]
}

 The dataset includes 46 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002508-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/garland-ouc11399naog
title: Hamlin Garland, letter, 1936-06-24, to Lorado Zodac Taft

description: Hamlin Garland, 2045 De Mille Drive, Hollywood, California, USA, letter, 1936 June 24, to Lorado Zodac Taft. "We rejoice in your new commission." -- first line.
DOI: 10.25549/garland-ouc11399naop
title: "1860 -- Lorado Taft -- 1936" in Honolulu Star-Bulletin (1936-11-19)

description: "1860 -- Lorado Taft -- 1936" in Honolulu Star Bulletin (1936 November 19). "There are great scholars who are themselves little men." -- first line.
DOI: 10.25549/garland-ouc11399na9j
title: Bailey Millard, letter, 1940-03-28, to Zulime Garland

description: Bailey Millard (Los Angeles Times), [202 West 1st Street], Los Angeles, California, USA, letter, 1940 March 28, to Zulime Garland. "Thanks for your welcome letter and for the assurances of your own and Hamlin's friendship for me.
DOI: 10.25549/garland-ouc11399na9k
title: Anthony Euwer, letter, 1940-03-28, to Zulime Garland

description: Anthony Euwer, 1330 North Harper Avenue, North Hollywood, California, USA, letter, 1940 March 28, to Zulime Garland. "At the last meeting of the John O'London Club it was my privilege to be toasmaster." -- first line.
DOI: 10.25549/garland-ouc11399nact
title: William Dean Howells, letter, 1888-11-06, to Hamlin Garland

description: William Dean Howells, 330 East 17th Street, New York, New York, USA, letter, 1888 November 6, to Hamlin Garland. "I feel a good deal like the clergyman who had preached a sermon against Atheism and was complimented on it by a parishoner, who added, 'But, pardon, I do believe there is a God'." -- first line. With typed transcription.
DOI: 10.25549/garland-ouc11399nacx
title: William Dean Howells, letter, 1889-12-01, to Hamlin Garland

description: William Dean Howells, Mount Auburn Station, Cambridge, Massachusetts, USA, letter, 1889 December 1, to Hamlin Garland. "I can't use any tickets for tomorrow night I'm sorry to say." -- first line. With typed transcription.
DOI: 10.25549/garland-ouc11399nad2
title: William Dean Howells, letter, 1891-02-27, to Hamlin Garland

description: William Dean Howells, 184 Commonwealth Avenue, Boston, Massachusetts, USA, letter, 1891 February 27, to Hamlin Garland. "Not tomorrow, please, I have an engagement." -- first line. With typed transcription.
DOI: 10.25549/garland-ouc11399n8s9
title: Stewart Edward White, letter, 1934-01-01, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, 1934 January 1, to Hamlin Garland. "Happy New Year to you! And may we see more of each other this year than the last." -- first line.
DOI: 10.25549/garland-ouc11399n8sl
title: Stewart Edward White, letter, 1935-11-14, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, 1935 November 14, to Hamlin Garland. "With a trifle more leisure than I had yesterday, I want to express a little more the really enormous gratification I feel at my election to the Academy." -- first line.
DOI: 10.25549/garland-ouc11399n8t3
title: Stewart Edward White, letter, 1935-05-01, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, 1935 May 1, to Hamlin Garland. "Your letter just blew in." -- first line.
DOI: 10.25549/garland-ouc11399n8t7
title: Stewart Edward White, letter, 1935-01-07, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, 1935 January 7, to Hamlin Garland. "I'm glad to gather, by implication from your letter, that Mrs. Garland is again up and about and able to make trips." -- first line.
DOI: 10.25549/garland-ouc11399n8us
title: Stewart Edward White, letter, 1937-11-03, to Hamlin Garland

description: Stewart Edward White, Little Hill, Burlingame, California, USA, letter, 1937 November 3, to Hamlin Garland. "I have not written lately because I have been much occupied with Betty to the practical exclusion of everything else." -- first line. With typed transcription.
DOI: 10.25549/garland-ouc11399nad5
title: William Dean Howells, letter, 1890-05-06, to Hamlin Garland

description: William Dean Howells, 184 Commonwealth Avenue, Boston, Massachusetts, USA, letter, 1890 May 6, to Hamlin Garland. "It must have been that horrible effigy accompanying your article, which has kept me from thanking you." -- first line. With typed transcription.
DOI: 10.15468/dl.7sr9y3
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phylloscopus affinis"
 ]
}

 The dataset includes 442 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002510-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/garland-ouc11399nadd
title: William Dean Howells, letter, 1893-09-21, to Hamlin Garland

description: William Dean Howells, 5125 Kimbark Avenue, Chicago, Illinois, USA, letter, 1893 September 21, to Hamlin Garland. "I have accepted Mr. Starr's invitation, and shall be delighted to go with you if you can come here for me." -- first line. With typed transcription.
DOI: 10.25549/garland-ouc11399nade
title: William Dean Howells, letter, 1893-11-10, to Hamlin Garland

description: William Dean Howells, New York, New York, USA, letter, 1893 November 10, to Hamlin Garland (Arena [Publishing Company), [Pierce Building], Copley Square, Boston, Massachusetts, USA. "This is good, and has a lot of thrills in it: a succession of vivid pictures." -- first line. With envelope. With typed transcription.
DOI: 10.25549/garland-ouc11399nadh
title: William Dean Howells, letter, 1888-07-11, to Hamlin Garland

description: William Dean Howells, Little Nahant, Massachusetts, USA, letter, 1888 July 11, to Hamlin Garland. "Won't you come down here and spend an afternoon with me?" -- first line. With typed transcription.
DOI: 10.25549/garland-ouc11399nado
title: William Dean Howells, letter, 1895-04-28, to Hamlin Garland

description: William Dean Howells, 40 West 59th Street, New York, New York, USA, letter, 1895 April 28, to Hamlin Garland, 474 Elm Street, Chicago, Illinois, USA. "Of course I take your letter right, and I am proud of the affection which I know it comes from, and which I hold dearer than praise." -- first line. With Envelope. With typed transcription.
DOI: 10.25549/garland-ouc11399nadp
title: William Dean Howells, letter, 1895-09-15, to Hamlin Garland

description: William Dean Howells, Long Beach, New York, USA, letter, 1895 September 15, to Hamlin Garland, [Mapleshade, 357 West Garland Street [later named]], West Salem, Wisconsin, USA. "We leave here in a day or two, but we do not go back to N.Y. until October." -- first line. With envelope. With typed transcription.