cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/whittington-ouc113294811
title: Presentation by Mills to Maull (Consolidated Steel) of Bulls eye flag, Maywood, Calif., 1942

description: 12 photographs of presentation by Howard Mills to Laurie Maull (Consolidated Steel Corporation) of Minutemen bulls eye flag, Maywood, Los Angeles, California, USA, 9 December 1942. Client: Consolidated Steel Corporation (Bud Bosley). "Speed limit 10 miles per hour", "Welder"
DOI: 10.25549/whittington-ouc113293330
title: Suits, jackets, sweaters on model Harold Shields, Los Angeles, Calif., 1942

description: 34 photographs of Suits, jackets, sweaters on model Harold Shields, Los Angeles, California, USA, 29 September 1942. Client: Desmond's (Miss Bates). Operator: D.W. Model: Harold Shields
DOI: 10.25549/whittington-ouc113293284
title: Suits, jackets, sweaters on model Harold Shields, Los Angeles, Calif., 1942

description: 34 photographs of Suits, jackets, sweaters on model Harold Shields, Los Angeles, California, USA, 29 September 1942. Client: Desmond's (Miss Bates). Operator: D.W. Model: Harold Shields
DOI: 10.25549/whittington-ouc113293286
title: Suits, jackets, sweaters on model Harold Shields, Los Angeles, Calif., 1942

description: 34 photographs of Suits, jackets, sweaters on model Harold Shields, Los Angeles, California, USA, 29 September 1942. Client: Desmond's (Miss Bates). Operator: D.W. Model: Harold Shields
DOI: 10.25549/whittington-ouc113293378
title: Suits, jackets, sweaters on model Harold Shields, Los Angeles, Calif., 1942

description: 34 photographs of Suits, jackets, sweaters on model Harold Shields, Los Angeles, California, USA, 29 September 1942. Client: Desmond's (Miss Bates). Operator: D.W. Model: Harold Shields
DOI: 10.25549/whittington-ouc113293376
title: Suits, jackets, sweaters on model Harold Shields, Los Angeles, Calif., 1942

description: 34 photographs of Suits, jackets, sweaters on model Harold Shields, Los Angeles, California, USA, 29 September 1942. Client: Desmond's (Miss Bates). Operator: D.W. Model: Harold Shields
DOI: 10.25549/whittington-ouc113292558
title: Meeting, Ambassador Hotel, Los Angeles, Calif., 1943

description: 34 photographs of a meeting including luncheon, music and speeches, Ambassador Hotel, Los Angeles, California, 12 January 1943. Present were representatives: Ted Brennan (J.L. Hudson Company, Detroit, Michigan) [image 1], R.K. Mitchell (The Rollo Brothers Company, Cleveland, Ohio) [image 21 & 24], John Macax (Lord & Taylor, New York, New York) [image 25], W.S. Descessi (Carson Firle Scott & Company, Chicago, Illinois) [image 26], .
DOI: 10.25549/whittington-ouc113292613
title: Meeting, Ambassador Hotel, Los Angeles, Calif., 1943

description: 34 photographs of a meeting including luncheon, music and speeches, Ambassador Hotel, Los Angeles, California, 12 January 1943. Present were representatives: Ted Brennan (J.L. Hudson Company, Detroit, Michigan) [image 1], R.K. Mitchell (The Rollo Brothers Company, Cleveland, Ohio) [image 21 & 24], John Macax (Lord & Taylor, New York, New York) [image 25], W.S. Descessi (Carson Firle Scott & Company, Chicago, Illinois) [image 26], .
DOI: 10.25549/whittington-ouc113292500
title: Meeting, Ambassador Hotel, Los Angeles, Calif., 1943

description: 34 photographs of a meeting including luncheon, music and speeches, Ambassador Hotel, Los Angeles, California, 12 January 1943. Present were representatives: Ted Brennan (J.L. Hudson Company, Detroit, Michigan) [image 1], R.K. Mitchell (The Rollo Brothers Company, Cleveland, Ohio) [image 21 & 24], John Macax (Lord & Taylor, New York, New York) [image 25], W.S. Descessi (Carson Firle Scott & Company, Chicago, Illinois) [image 26], .
DOI: 10.5281/zenodo.17539563
title: Paprika — VIS–NIR & SWIR preprocessed tables for supervised HSI (FX10 & FX17)

description: # Paprika (Capsicum annuum) — VIS–NIR & SWIR preprocessed tables for supervised HSI (FX10 & FX17)

**Overview.** This record contains the *preprocessed* input tables used in the supervised hyperspectral analysis (nested CV models; step “04_supervised”).  The tables were generated with the MATLAB scripts from the repository’s **03_preprocessing** block and are ready for model training and reporting. 📌

## Files- `Datos_Preprocesados_FX10.xlsx` — VIS–NIR (Specim FX10) preprocessed reflectance table.- `Datos_Preprocesados_FX17.xlsx` — NIR–SWIR (Specim FX17) preprocessed reflectance table.

## Provenance (data flow)`FX10_con_bioquimicos_PUBLIC.xlsx` / `FX17_con_bioquimicos_PUBLIC.xlsx`  →  **03_preprocessing** scripts  → PCA score figures + *Datos_Preprocesados_FX10/FX17.xlsx* (this record) → **04_supervised** (nested CV).

## Content & schema- Columns `R_####_##`: reflectance bands (normalized headers).- Metadata columns: carried over from the PUBLIC tables (no confidential fields).  - Sheets in each Excel correspond to different preprocessing pipelines (SNV/MSC, SG derivatives, etc.), matching the GitHub code. 📌

## How to use1) Download the Excel(s).  2) In **04_supervised**, set `cfg.data_file` to the corresponding file (FX10 or FX17).  3) Run the main script (nested cross-validation). 🔍

## LicenceCC BY 4.0 — Please cite this record and the related repositories/DOIs listed below.

---**Nota (ES):** Estas tablas son las entradas limpias para el bloque 04 (análisis supervisado) y derivan de los ficheros “PUBLIC” del bloque 03. 📌
DOI: 10.15468/dl.k7s897
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is An annotated checklist of Dolichopodidae (Diptera) species from Belarus, with new records"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019229-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whittington-ouc113292502
title: Meeting, Ambassador Hotel, Los Angeles, Calif., 1943

description: 34 photographs of a meeting including luncheon, music and speeches, Ambassador Hotel, Los Angeles, California, 12 January 1943. Present were representatives: Ted Brennan (J.L. Hudson Company, Detroit, Michigan) [image 1], R.K. Mitchell (The Rollo Brothers Company, Cleveland, Ohio) [image 21 & 24], John Macax (Lord & Taylor, New York, New York) [image 25], W.S. Descessi (Carson Firle Scott & Company, Chicago, Illinois) [image 26], .
DOI: 10.5281/zenodo.17539562
title: Paprika — VIS–NIR & SWIR preprocessed tables for supervised HSI (FX10 & FX17)

description: # Paprika (Capsicum annuum) — VIS–NIR & SWIR preprocessed tables for supervised HSI (FX10 & FX17)

**Overview.** This record contains the *preprocessed* input tables used in the supervised hyperspectral analysis (nested CV models; step “04_supervised”).  The tables were generated with the MATLAB scripts from the repository’s **03_preprocessing** block and are ready for model training and reporting. 📌

## Files- `Datos_Preprocesados_FX10.xlsx` — VIS–NIR (Specim FX10) preprocessed reflectance table.- `Datos_Preprocesados_FX17.xlsx` — NIR–SWIR (Specim FX17) preprocessed reflectance table.

## Provenance (data flow)`FX10_con_bioquimicos_PUBLIC.xlsx` / `FX17_con_bioquimicos_PUBLIC.xlsx`  →  **03_preprocessing** scripts  → PCA score figures + *Datos_Preprocesados_FX10/FX17.xlsx* (this record) → **04_supervised** (nested CV).

## Content & schema- Columns `R_####_##`: reflectance bands (normalized headers).- Metadata columns: carried over from the PUBLIC tables (no confidential fields).  - Sheets in each Excel correspond to different preprocessing pipelines (SNV/MSC, SG derivatives, etc.), matching the GitHub code. 📌

## How to use1) Download the Excel(s).  2) In **04_supervised**, set `cfg.data_file` to the corresponding file (FX10 or FX17).  3) Run the main script (nested cross-validation). 🔍

## LicenceCC BY 4.0 — Please cite this record and the related repositories/DOIs listed below.

---**Nota (ES):** Estas tablas son las entradas limpias para el bloque 04 (análisis supervisado) y derivan de los ficheros “PUBLIC” del bloque 03. 📌
DOI: 10.25549/whittington-ouc113294113
title: Crowd in Silton's Department Store, Los Angeles, Calif., 1943

description: 7 photographs of a crowd of mostly women in Silton's Department Store, 837 South Broadway, Los Angeles, California, USA, 14 January 1943.
DOI: 10.25549/whittington-ouc113292511
title: Christmas booklet, J.W. Robinson, Los Angeles, Calif., 1942

description: 24 photographs for Christmas booklet, J.W. Robinson, Los Angeles, Calif., 1942. Client: J.W. Robinson (Mrs Furman). Operator: Cross.
DOI: 10.25549/whittington-ouc113292087
title: Speakers at Council of Social Agencies luncheon, Mona Lisa Cafe, Los Angeles, Calif., 1942

description: 3 photographs of Speakers at Council of Social Agencies luncheon, Mona Lisa Café, Los Angeles, Calif., 1942. Client: Community Chest (Miss Plank). Operator: Vannice.
DOI: 10.25549/whittington-ouc113292070
title: Label Dept. operations, Sherwin Williams Paint Co., Los Angeles, Calif., 1942.

description: 5 photographs of Label Department operations, Sherwin Williams Paint Company, Los Angeles, Calif., 1942. Client: Sherwin Williams Pain Company (Mr. Gerhardt, 3170 East Pico). Operator: Joe.
DOI: 10.25549/whittington-ouc113292074
title: Label Dept. operations, Sherwin Williams Paint Co., Los Angeles, Calif., 1942.

description: 5 photographs of Label Department operations, Sherwin Williams Paint Company, Los Angeles, Calif., 1942. Client: Sherwin Williams Pain Company (Mr. Gerhardt, 3170 East Pico). Operator: Joe.
DOI: 10.25549/whittington-ouc113292083
title: Floor safe & door, Wasco Creamery, Kern County, Calif., 1942

description: 2 photographs of Floor safe and door, Wasco Creamery, Wasco, Kern County, Calif., 1942. Client: Maryland Casualty (E.W. Conway, 724 South Spring Street). Operator: Joe.
DOI: 10.25549/whittington-ouc113292119
title: Gay ninety costume, Los Angeles, Calif., 1942

description: Photograph of George Poole and woman in Gay nineties costume, Los Angeles, Calif., 1942. Client: George Poole.
DOI: 10.25549/whittington-ouc113292682
title: Exterior of 536 Boylston, Los Angeles, Calif., 1942

description: Photograph of exterior of 536 Boylston Street, Los Angeles, California, USA, 1 December 1942. Client: W.G. Vogel (536 Boylston). Operator: Joe.
DOI: 10.25549/whittington-ouc113292803
title: Woman modeling clothes, Los Angeles, Calif., 1942

description: 3 photographs of a woman modeling clothes, "Paul Bragg and Ruth Cook", Los Angeles, California, USA, 1 December 1942. Client: Line Food Products. Operator: D.W. and Cross.
DOI: 10.25549/whittington-ouc113292647
title: Various operations at bread oven, Langendorf Bakeries, Los Angeles, Calif., 1942

description: 3 photographs of various operations at bread oven, Langendorf Bakeries, Los Angeles, California, USA, 1 December 1942. Client: Langendorf Bakeries (Jack Hill, 1818 West 62nd Street).
DOI: 10.25549/whittington-ouc113294816
title: Russians at blood bank, Los Angeles, Calif., 1942

description: 6 photographs of Russians at blood bank, Los Angeles, California, USA, 11 December 1942. Client: Russian War Relief. Agency: Harry Bennett. Operator: Vannice. "...blood bank. Safety Suzy says: 'Bank your blood; don't waste it in traffic!'".
DOI: 10.25549/whittington-ouc113294705
title: Construction details in putting up portable home, Los Angeles, Calif., 1942

description: 10 photographs (2 with copies) of construction details in putting up portable home, Los Angeles, California, USA, 18 December 1942. Client: Marlowe Burns (Mr. Wesson). Operator: Vannice.
DOI: 10.25549/whittington-ouc113294778
title: Rogers Shoe Store windows, 107 W. 7th St., Los Angeles, Calif., 1942

description: 2 photographs of Rogers Shoe Store windows, 107 West Seventh Street, Los Angeles, California, USA, 1942. Client: J.P. Smith Shoe Company (E.B. Steere, 212 Lankershim Hotel). Operator: Joe. "Nunn-Bush, Stacy Adams sale Edwin Clapp, Howard & Fost..., Foot Joy, Banister, Stacy-Adams, Johnston & Murphy, ...retailers of nationally advertised brands mens choes at cut price..., Nettleton, Hanan & Son, Custom made, combination last, genuine shell Cordovan, Arnold glove grip, authentic military style, $8.45, J.P. Smith synchroflex, genuine Scotch grain, $9.45, ...anywhere... you are likely to uncover Nunn-Bush enthusiast! Nunn-Bush shoes are ankle-fashioned to prolong original smartness. Nunn-Bush ankle fashioned Oxfords. Ankle fashioned to retain style longer"; "French Shriner & Urner and other standard brands, save $3.00 to $5.00 pr., Edwin-Clapp, Nettleton, Stacy-Adams, Nunn Bush, Stetson, Florsheims, Florsheim, Johnson & Murphy, han & Son, Arnold Glove Grip, Stacy-Adams sale, all sizes & widths sale, America's largest retailers of nationall advertised brands mens shoes at cut prices, sale, Nettletons, Stacy-Adams, Headquarter for Kangaroo Shoes, Stacy-Adams, Foot Joy, Fifield sale! French Shriner & Urner, Stetson, Florsheim, Nunn-Bush, Stetson, Banister, Edwin Clapp, Nettleton, Stacy-Adams sale! Florsheim, Nunn-Bush sale!, Stan..., Nunn-Bush ankle fashioned Oxfords, 'I like Nunn-Bush shoes... even when they're old', Nunn-Bush shoes are ankle-fashioned to improve comfort and retain style longer..., Nunn-Bush ankle fashioned Oxfords, you wear them longer because they look good longer, 'I got a pleasent surprise when I switched to Nunn-Bush', Ankle-fashioned special Nunn-Bush feature minimizes and retards gaping and bulging, sale $6.95, combination last, feather-weight, hand lasted, arch support, bootmaker finish, the Packard show, dependable since..., $4.95, Copley-Square, imported calfskin, $7.95, $8.45, hand stained"
DOI: 10.25549/whittington-ouc113292787
title: Ruth Cook for Christmas card, Los Angeles, Calif., 1942

description: Photograph (3 copies) of Ruth Cook for Christmas card, Los Angeles, California, USA, 2 December 1942. Client: Live Food Products. Operator: Cross. "Health and happiness and a merry Christmas, Ruth Patricia Cook".
DOI: 10.25549/whittington-ouc113294827
title: Exteriors & interiors, Zellerback Paper Co., Los Angeles, Calif., 1942

description: 44 photographs of exteriors and interiors, Zellerback Paper Company, 3000 East 12th Street, Los Angeles, California, USA, 21 December 1942. Client: Zellerback Paper Company (F. Holland, 3000 East 12th Street). Operator: Dean.
DOI: 10.25549/whittington-ouc113294734
title: Exteriors & interiors, Zellerback Paper Co., Los Angeles, Calif., 1942

description: 44 photographs of exteriors and interiors, Zellerback Paper Company, 3000 East 12th Street, Los Angeles, California, USA, 21 December 1942. Client: Zellerback Paper Company (F. Holland, 3000 East 12th Street). Operator: Dean.
DOI: 10.25549/whittington-ouc113293001
title: Exteriors of 4810 Everett Ave. (Vernon) & 5951 Walker Ave. (Maywood), Calif., 1942

description: 2 photographs (2 copies each) of Exteriors of 4810 Everett Avenue (Vernon, California) and 5951 Walker Avenue (Maywood, California), 9 September 1942. Client: Table Products, Division of Safeway (Mr. Von Mentske, 4510 Everett Avenue). Operator: Joe.
DOI: 10.25549/whittington-ouc113293000
title: Exteriors of 4810 Everett Ave. (Vernon) & 5951 Walker Ave. (Maywood), Calif., 1942

description: 2 photographs (2 copies each) of Exteriors of 4810 Everett Avenue (Vernon, California) and 5951 Walker Avenue (Maywood, California), 9 September 1942. Client: Table Products, Division of Safeway (Mr. Von Mentske, 4510 Everett Avenue). Operator: Joe.
DOI: 10.25549/whittington-ouc113292986
title: Exteriors of 4810 Everett Ave. (Vernon) & 5951 Walker Ave. (Maywood), Calif., 1942

description: 2 photographs (2 copies each) of Exteriors of 4810 Everett Avenue (Vernon, California) and 5951 Walker Avenue (Maywood, California), 9 September 1942. Client: Table Products, Division of Safeway (Mr. Von Mentske, 4510 Everett Avenue). Operator: Joe.
DOI: 10.25549/whittington-ouc113294886
title: Crowd in Shrine Auditorium, Los Angeles, Calif., 1943

description: Photograph of crowd in Shrine Auditorium, 665 West Jefferson Boulevard, Los Angeles, California, USA, 1 January 1943. Client: National Automotive School (Juitener). Operator: D.W.
DOI: 10.25549/whittington-ouc113294900
title: Boys clothes: boy with diploma, bike, bat & phono., Los Angeles, Calif., 1943

description: 3 photographs of boys clothes: boy with diploma and phonograph, boy with bike, and boy with bat, for Desmond's, Los Angeles, California, USA, 11 January 1943. Client: Desmond (Miss Bates). Model?: Robert Richardson.
DOI: 10.25549/whittington-ouc113294901
title: Convention committees, Ambassador Hotel, Los Angeles, Calif., 1943

description: 6 photographs of Menswear Association convention committees, Ambassador Hotel, 3400 Wilshire Boulevard, Los Angeles, California, USA, 11 January 1943. Client: Manswear Association (Phil Lansdale, Ambassador Hotel). Operator: Vannice. "Ambassador Lido Club, feminine conditioning"
DOI: 10.25549/whittington-ouc113294902
title: Apartment wall to show damage, 848 S. Oxford, Los Angeles, Calif., 1943

description: 4 photographs of apartment wall to show damage, 848 South Oxford Avenue, Los Angeles, California, USA, 11 January 1943. Client: Rex B. Clark (848 South Oxford). Operator: Joe.
DOI: 10.25549/whittington-ouc113295027
title: Style show at Ambassador Hotel, Los Angeles, Calif., 1943

description: 244 photographs of fashion style show at Ambassador Hotel, 3400 Wilshire Boulevard, Los Angeles, California, USA, 12 January 1943. Client: Menswear Manufacturing Association.
DOI: 10.25549/whittington-ouc113294927
title: Style show at Ambassador Hotel, Los Angeles, Calif., 1943

description: 244 photographs of fashion style show at Ambassador Hotel, 3400 Wilshire Boulevard, Los Angeles, California, USA, 12 January 1943. Client: Menswear Manufacturing Association.
DOI: 10.25549/whittington-ouc113294906
title: Style show at Ambassador Hotel, Los Angeles, Calif., 1943

description: 244 photographs of fashion style show at Ambassador Hotel, 3400 Wilshire Boulevard, Los Angeles, California, USA, 12 January 1943. Client: Menswear Manufacturing Association.
DOI: 10.25549/whittington-ouc113294037
title: Portrait of a women, Los Angeles, Calif., 1943

description: 8 photographs (4 unique, 4 with copies) of a portrait of a middle-aged woman with black curly hair wearing a polka-dot dress, Los Angeles, California, USA, 14 January 1943.
DOI: 10.25549/whittington-ouc113294159
title: Dick Whittington Photography Collection, 1924-1987

description: The "Dick" Whittington Studio was the largest and finest photography studio in the Los Angeles area from 1924 to 1987. Specializing in commercial photography, the Whittington Studio took photographs for nearly every major business and organization in Los Angeles; in so doing, they documented the growth and commercial development of Los Angeles. Clients included Max Factor, the Broadway, Bullock's, and May Co. department stores, the California Fruit Growers Association, Signal Oil, Shell Oil, Union Oil, Van de Kamp's bakeries, Forest Lawn, Sparkletts Water, CBS, Don Lee Television, Goodyear Tire and Rubber, real estate developers, construction companies, automobile, aircraft, and railroad companies, and drive-in theaters. Another notable client was the University of Southern California, which contracted with the Whittington Studios for coverage of athletic and other events. The collection consists primarily of roughly 500,000 negatives; the rest are photoprints. Supporters The collection is only partially digitized, but thanks to the generous help of the National Endowment for the Humanities (NEH) and the National Historical Publications and Records Commission (NHPRC), the USC Libraries has digitized 76,645 at-risk negatives in obsolete formats from the 1920s to 1940s.
DOI: 10.25549/whittington-ouc113294129
title: Dick Whittington Photography Collection, 1924-1987

description: The "Dick" Whittington Studio was the largest and finest photography studio in the Los Angeles area from 1924 to 1987. Specializing in commercial photography, the Whittington Studio took photographs for nearly every major business and organization in Los Angeles; in so doing, they documented the growth and commercial development of Los Angeles. Clients included Max Factor, the Broadway, Bullock's, and May Co. department stores, the California Fruit Growers Association, Signal Oil, Shell Oil, Union Oil, Van de Kamp's bakeries, Forest Lawn, Sparkletts Water, CBS, Don Lee Television, Goodyear Tire and Rubber, real estate developers, construction companies, automobile, aircraft, and railroad companies, and drive-in theaters. Another notable client was the University of Southern California, which contracted with the Whittington Studios for coverage of athletic and other events. The collection consists primarily of roughly 500,000 negatives; the rest are photoprints. Supporters The collection is only partially digitized, but thanks to the generous help of the National Endowment for the Humanities (NEH) and the National Historical Publications and Records Commission (NHPRC), the USC Libraries has digitized 76,645 at-risk negatives in obsolete formats from the 1920s to 1940s.
DOI: 10.25549/whittington-ouc113294038
title: Dancing couple, Los Angeles, Calif., 1943

description: 10 photographs (6 unique, 2 with copies) of dancing couple, Los Angeles, California, USA, 16 January 1943.
DOI: 10.6084/m9.figshare.28927274
title: Data to the paper “Extreme drought and long-term vegetation change: Seedling establishment as a bottleneck of grassland recovery”

description: In this paper, we monitored vegetation dynamics in permanent plots on a yearly basis in a temperate grassland in Central Hungary over 25 years (1999–2023) that included two extreme droughts. We examined (1) long-term changes in species and functional group dominance with a particular focus on the effects of droughts and the recovery following the drought of 2003, and (2) the role of seedling establishment (seedling emergence and first-summer survival) in the post-drought recovery of dominant perennial grasses. We also assessed whether extreme drought events causing mass mortality of perennial grasses in our study system have become more frequent over the past 123 years.Plant_cover_and_density_data.xlsx file contains the cover, density, and seedling density data of dominant species (Species data sheet) and the cover data of plant functional groups (Functional groups data sheet) that we collected during our study, as well as the explanation of the data (Data description sheet).Meteorological_data.xlsx file contains annual mean temperature, annual precipitation, and drought index data for the 25-year study period (1999–2023) (25 years data sheet), May–August temperature, precipitation, and drought index data for the past 123 years (1901–2023) (123 years data sheet), and the explanation of the data (Data description sheet).