Hunt Institute for Botanical Documentation
A Research Division of Carnegie Mellon University

Hunt Institute Archives Text Discovery Platform

Search a large and growing portion of our online collections, including handwritten documents.
PROTOTYPE

This prototype uses state-of-the-art artificial intelligence, including a vision-language model (VLM) capable of reading handwritten documents as well as typed and printed text, to create searchable transcriptions of digitized materials in the Hunt Institute Archives. This makes it possible to search the textual contents of individual pages, including material that may not be described in the archival catalog.

Use Keyword search for specific words, names, dates, scientific names, or phrases. Try Semantic search (experimental) to describe a topic, question, or kind of material when you do not know the exact wording used in the documents.

About the AI-generated transcriptions

The transcriptions are generated automatically from page images and may contain errors, especially with difficult handwriting, unusual names, multiple languages, image-quality problems, or complex layouts. They are intended primarily as a discovery aid rather than authoritative transcriptions.

Each result provides the generated transcription and links to the original digitized material and associated archival description so that readings can be checked against the source. The transcription workflow uses AI models run locally by the Hunt Institute.

About Keyword and Semantic search

Keyword search is the default and matches the wording in the transcriptions. Results contain all your terms. Use quotes for an exact phrase. Substring matching is supported, so aceae can find plant-family names ending in -aceae.

Semantic search (experimental) is useful when you know what kind of material you are looking for but do not know the words used in the documents. It ranks transcribed passages by similarity of meaning, so relevant results may not contain the exact words in your query.

Semantic queries can be broad research topics, descriptions of activities or relationships, or natural-language questions. For example:

Semantic search is not a chatbot: a question is used as a search query, and the system returns archival passages that appear conceptually related to it rather than generating an answer or summary. Short descriptions and ordinary research questions generally work better than lists of disconnected keywords. Quotation marks have no special meaning in Semantic mode. Cross-language matching may work in some cases, but it should not be treated as translation.

Keyword and Semantic search are complementary. Keyword search lets you require particular wording; Semantic search can surface differently worded passages about the same subject. Depending on the research question, trying both can reveal different useful material.

Open a result: use the prominent page-and-transcription link to see the metadata, PDF, and full transcription. Keyword-search terms are highlighted in the transcription.

Archives Collections Database (ArchivesSpace): the Collection, Item/Folder, and Digital Object links open the corresponding archival records. Collection-level dates describe the collection as a whole, not necessarily the specific item or page.

If a PDF does not load: on the detail page, use the Digital Object link, click “Go to file” in ArchivesSpace, and navigate to the page number shown here.

Current limitations
  • Automated transcriptions can contain missing or incorrect text or unintended repetition. Difficult handwriting, image quality, unusual layouts, and multiple languages can reduce accuracy. Always consult the original page image when an exact reading matters.
  • Semantic search remains experimental. Its rankings are an additional discovery aid, not a complete or definitive set of relevant results, and highly ranked pages can sometimes be only broadly related.
  • This is an active prototype. Search coverage, transcriptions, functionality, and the interface may continue to change as additional archival material is processed and the system is improved.

Semantic matches for “plant collecting and fieldwork in South America”

Showing matches 41–60 among up to the top 200 ranked results.
Semantic results are ranked by similarity of meaning rather than exact wording, so relevant pages may use different language from your query. They are a discovery aid, not an exhaustive list of relevant pages.
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View page 8 and transcription
Digital Object: DO #403 · File: 204_Popenoe_Bx30aFF4r
Collection-level dates: 1882–1975
Matched passage
to be published in Chronica Botanica, Vol. 6 (1941) PLANT SCIENCE in LATIN AMERICA A timely series of articles and lists compiled by the Editors of Chronica Botanica with the aid of many Authorities in the U.S.A. and Latin American countries. AT THE present time there is a world-wide interest in the Vegetation and Natural Resources of Latin America. An extensive and up-to-date account concerning the plant sciences in Latin America seems to the Editors of Chronica Botanica to be the most appropri- ate contribution which they can make at pres- ent to the improvement of international rela- tions and cooperation in t …
View page 29 and transcription
Digital Object: DO #4884 · File: 231_Rogers_Bx8FF16_r
Collection-level dates: 1948–1977
Matched passage
-15- or (2) the periphery of the areas of cultivation, in regions nearer to the United States. I chose the second alternative for the following reasons: having little knowledge of the plants themselves, it seemed undesirable to spend time in the area of greatest diversity until techniques for studying the plants had been firmly established; another reason was, of course, financial. Brazil is more than twice as distant from the United States than the West Indies and Central America. In addition, it was necessary to have the cooperation of institutions interested in these studies to help maintain growing collection …
View page 105 and transcription
Digital Object: DO #4679 · File: 231_Rogers_Bx3FF2_r
Collection-level dates: 1948–1977
Matched passage
expense and set aside for storage and initial sorting and labeling of plant and animal collections made in the field. In Amazonia proper, we will be able to rely on the cooperation of Dr. Stéfano Varese who, as Director of the Centro de Investigaciones de Selva del Instituto Raúl Porras Barrenechea, is also conducting research among the Aguaruna. The results of our project should contribute in a complementary way to Dr. Varese's who is interested in the effects of the Peruvian Government's recent colonization plans for the jungle on its aboriginal inhabitants. Dr. Varese's aid in procuring permission from Peruvia …
View page 37 and transcription
Digital Object: DO #4168 · File: 182_Goodspeed_Bx1FF6_r
Collection-level dates: 1923–1963
Matched passage
… ent each other, the former being more or less indispensable for the success of the latter. Experienced collectors who have been for some years working in Peru under my direction would carry on the proposed plant exploration according to a specific plan of operation which I would prepare and which would be based on my rather long contact with the Peruvian vegetation. With its arid, semi-arid and subtropical to tropical subdivisions Peru is a quite remarkable republic vegetationally and has been the source of a number of the most commercially valuable plants and plant products. Needless to say, it would be a source …
View page 40 and transcription
Digital Object: DO #4884 · File: 231_Rogers_Bx8FF16_r
Collection-level dates: 1948–1977
Matched passage
-26- Western South America Colombia: Barranquilla, Palmira, Villavicencio, Miraflores, Puerto Leguizamo. Peru: Lima, Tingo Maria, Iquitos, Pucallpa, Huancayo. Bolivia: La Paz, Riberalta, Reyes, Santa Cruz. II. Collections To Be Made 1. Herbarium specimens--standardized procedure. 2. Materials for cytological and anatomical study. 3. Root samples for analysis of [CN-] content. 4. Cuttings of selected species and cultivars sent to Rockefeller Foundation Experimental Farms in Vera Cruz. (The director in Mexico City, Dr. R. W. Richardson, has agreed to a co-operative program.) III. Analysis of Field Data In the herba …
View page 18 and transcription
Digital Object: DO #4172 · File: 182_Goodspeed_Bx1FF10_r
Collection-level dates: 1923–1963
Matched passage
work have been selected on the basis of long experience in South American exploration. The enclosed reprint may have some interest for you. The map on page 81 shows routes of members of the five previous botanical expeditions and indicates how extensive our South American collecting has been. Should you, at this time, feel that you would care to support my project I would appreciate it very much. From past experience I have learned that when an expedition is in the field in the highlands of South America unanticipated financial problems arise. Any addition to the estimated budget total for my work would, therefor …
View page 219 and transcription
Digital Object: DO #4197 · File: 182_Goodspeed_Bx2FF35_r
Collection-level dates: 1923–1963
Matched passage
… Mr. Richard S. Rheem 801 Chesley Avenue Richmond, California Dear Mr. Rheem: Last April Mr. Marshall P. Madison wrote you concerning his interest in and proposed support of a projected continuation of the South American plant exploration carried on, under my direction, during the past twenty years by this Botanical Garden. At that time you indicated to Mr. Madison that should the project materialize you might care to aid in its financing. Therefore, he has suggested that I report to you on its present status. As a result of Mr. Madison's generosity and that of certain of his friends and of grants-in-aid made by …
View page 51 and transcription
Digital Object: DO #4636 · File: 231_Rogers_Bx1FF29_r
Collection-level dates: 1948–1977
Matched passage
2. Extensive collecting of other Euphorbiaceae, especially members of subfamily Crotonoideae Pax, for systematic studies. 3. The obtaining of propagules of Cnidoscolus for dispersal to botanical gardens or to other cultural institutions and specialists concerned with possible economic uses. 4. The training with field experience in tropical and subtropical vegetation for graduate students. TRAVEL South American field work will involve two trips, one of a two-month and one of a four-month duration by the principal investigator and a graduate student research assistant. The areas to be visited will be primarily type …
View page 176 and transcription
Digital Object: DO #4225 · File: 182_Goodspeed_Bx3FF65_r
Collection-level dates: 1923–1963
Matched passage
… me year other expeditions of less importance are realized, such as that of Prof. Alberto F. Blakslee, sub-director of the Department of Genetics of the Carnegie Institute, who at the close of the Third Pan-American Scientific Congress made a trip through the valley of Chanchamayo, Arequipa, Puno and Cuzco, collecting preferably seeds of DATURA STRAMONIUM L. for the determination of the number of chromosomes that its different varieties present; E Wedermann, sub-director of the Museum and Botanical Gardens of Berlin, who after having made a trip through the province of Tacna visited the city of Cuzco (B D); Ivan M …
View page 15 and transcription
Digital Object: DO #4180 · File: 182_Goodspeed_Bx1FF18_r
Collection-level dates: 1923–1963
Matched passage
2089 Life Sciences Bldg. University of California Berkeley, California September 27, 1957 Mr. Walter A. Haas Levi Strauss Realty Co. 98 Battery Street San Francisco 6, California Dear Mr Haas: The South American botanical Expedition which you have generously supported has been under way in Peru for some two months. Paul C. Hutchison, Senior Botanical Garden Botanist, who has been assigned by the University to assist me in South America, with a collecting assistant-photographer, arrived in Lima late in July. Through the courtesy of the Grace Line, a 1-ton, 1957 Ford truck, purchased with Expedi- tion funds, was ca …
View page 53 and transcription
Digital Object: DO #4196 · File: 182_Goodspeed_Bx2FF34_r
Collection-level dates: 1923–1963
Matched passage
… 1954 Mr. Stanley Powell California Packing Corp. 215 Fremont San Francisco, California Dear Stanley: Referring to our recent conversation, I am anxious to determine whether my knowledge of and contacts in South America over the past almost twenty years may not be put to some use in connection with projects of international import and particularly those emphasizing increase of mutual understanding and goodwill between the two Americas. I have gone to South America six times since 1935 to direct botanical expeditions from U.C. (Berkeley) which have surveyed the character and distribution of the vegetation, princip …
View page 77 and transcription
Digital Object: DO #4183 · File: 182_Goodspeed_Bx1FF21_r
Collection-level dates: 1923–1963
Matched passage
to give large sums of money with no strings of any sort attached. I might say that I have directed four successful plant explorations primarily on the West Coast of South America and have personally worked down there for a total of over four years in the last twelve years. Much of this time has been spent in Peru which our expeditions have covered quite thoroughly. Continuation of Woytkowski's collecting, therefore, will be based upon a large accumulation of information as to the most potentially important areas to be worked. It would seem to me that the American Orchid Society might care to support a project whi …
View page 14 and transcription
Digital Object: DO #4222 · File: 182_Goodspeed_Bx3FF62_r
Collection-level dates: 1923–1963
Matched passage
Project -- Evaluation and clarification of phytogeographic problems in temperate South America, 1957-59, T. H. Goodspeed The following specific research projects are derived from long contact with the floras of temperate South America, their character and distribution (cf. p. 1). The particular areas involved in each case appear to be critical, in terms of geologic history, for evaluation of postulates concerning trans- and inter-Andean plant distribution and the origin and evolution of the vegetation they now exhibit. I. Factors influencing trans- and inter-Andean plant distribution Peru (1) In 1942-43 some coll …
View page 69 and transcription
Digital Object: DO #4193 · File: 182_Goodspeed_Bx2FF31_r
Collection-level dates: 1923–1963
Matched passage
a Director of the Botanical Garden and someone to handle my courses. We are off to South America for the 7th time in September. I have gotten hold of some money and the Guggenheim Foundation has given me another Fellowship and so there will be another plant hunting expedition in the "other America." We will be away, with a party of collectors, until March 1958 and then put in a year here working on the collections. My very best to you and the Senora. As ever yours, THG:T
View page 55 and transcription
Digital Object: DO #4175 · File: 182_Goodspeed_Bx1FF13_r
Collection-level dates: 1923–1963
Matched passage
… Dear Walter: I am sorry that your letter of April 15 has so long remained unanswered. Your account of your recent year's collection sounds as though you certainly have kept up your enthusiasm for acquiring plants. I hope that you keep in touch with this Herbarium so far as exchanges are concerned because I am sure that they have material that would interest you. Of recent years our Herbarium has developed a good deal and has acquired a fine collection of duplicates for exchange. I have finally brought to a close the formal South American collecting after nearly twenty years of it and five trips down there. The la …
View page 62 and transcription
Digital Object: DO #4187 · File: 182_Goodspeed_Bx2FF25_r
Collection-level dates: 1923–1963
Matched passage
2089 Life Sciences Bldg. University of California Berkeley 4, California September 27, 1957 Mr. Marshall P. Madison 225 Bush Street San Francisco 4, California Dear Mr. Madison: The South American botanical expedition which you have generously supported has been under way in Peru for some two months. Paul C. Hutchison, Senior Botanical Garden Botanist, who has been assigned by the University to assist me in South America, with a collecting assistant-photographer, arrived in Lima late in July. Through the courtesy of the Grace Line, a 1-ton, 1957 Ford truck, purchased with Expedition funds, was carried gratis to C …
View page 49 and transcription
Digital Object: DO #4778 · File: 231_Rogers_Bx5FF28_r
Collection-level dates: 1948–1977
Matched passage
Identification of Gaps in Major Collections Support for foreign and domestic plant explorations comes from various sources, i.e. state, federal, and private funds. One account administered by the Agricultural Research Service, USDA, is used exclusively to support plant-collecting expeditions, about six per year. In 1976, for example, three foreign plant explorations and two domestic explorations were carried out. Germplasm of several species of cotton was collected in remote areas of Honduras, Nicaragua, and Mexico. Ecological data were also gathered on the boll weevil and other cotton insects. Primitive tomato v …
View page 59 and transcription
Digital Object: DO #4173 · File: 182_Goodspeed_Bx1FF11_r
Collection-level dates: 1923–1963
Matched passage
the three countries -- i.e., visit Argentina between January 15 and March 15. On the 1957-58 expedition the objective will be research on problems of plant distribution in the Andes rather than Nicotiana collecting. In Argentina I will be particularly interested in having collections made up to the limits of vegetation in what was formerly called Prov. Los Andes, particularly near the passes over to Chile, to compare the species there with those on the Chilean side in Provs. Tarapaca and Antofagasta. This would probably mean that for a time I and my collectors would make Tucuman our headquarters. Perhaps your Ins …
View page 6 and transcription
Digital Object: DO #336 · File: 204_Popenoe_Bx26FF335r
Collection-level dates: 1882–1975
Matched passage
… most of the time not very far from Chicago, but she hasn't been in the city, and I haven't seen her. The past season I had a most successful time of it in Guatemala, and brought back some 19,000 numbers of plants. With the collections planned for the coming year we should have sufficient material for a creditable account of the plants, and I hope we may begin publication by the end of next year. Already we have a good quantity of manuscript. Work in the Museum has been delayed lately because all our WPA employees were taken away July 1. In the course of time we may become accustomed to getting along without them, …
View page 24 and transcription
Digital Object: DO #4767 · File: 231_Rogers_Bx5FF17_r
Collection-level dates: 1948–1977
Matched passage
… s" - Dr. Gustavo Cubillos "Tentative Information of the Collections of Germplasms of Some Cultivars of Guatemala and Forms of Conservation of the Same" - Rene Velasquez "Spontaneous Fruits of Intertropical America" - Victor Manuel Patino R. "The Maintenance of Living Plant Collections" - Paul Q. Soderholm "Over the Memories of the Symposium of the 1st Symposium of the Latin American Congress and the 5th Mexican of Botany" - "Collection, Evaluation and Conservation of the Genetic Recourses of Plant Cultivars" - Jorge Leon "List of Investigators in Frijol in Latin America" - Antonio M. Pinchinat "Genetic Reserves o …
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