RMAVIS

Generic badge Project Status: Active – The project has reached a stable, usable state and is being actively developed. DOI status License: CC BY 4.0

Main Authors: Zeke Marshall (zekmar@ceh.ac.uk) and Amy Kendig (amy.kendig@state.mn.us).

Overview

The R Modular Analysis of Vegetation Information System (RMAVIS) R Shiny web application is a tool to assist in the assignment of vegetation plot sample data to vegetation classification systems, with additional exploratory analyses. At present RMAVIS supports two vegetation classifications:

  1. The National Vegetation Classification of Great Britain (GB-NVC).
  2. The Minnesota Native Plant Community Classification (MNNPC).

We will update and improve RMAVIS over time in response to user feedback and hope it acts as a useful tool for the ecology and conservation community. We also welcome feedback, suggestions for new features, and requests to incorporate additional vegetation classification systems!

Structure

There are 8 main sections in RMAVIS at present.

Home - Provides outlining information.

Data Entry - Facilitates data entry and makes available the taxonomic information used by RMAVIS.

VC Analysis - The core of the RMAVIS application, containing the analysis outputs.

VC Information - Contains a set of searchable tables for inspecting the VC community names, taxon names, floristic tables, and community attributes.

Documentation - Provides a more detailed overview of the underlying methods, data sources, and usage instructions.

News - Contains the release log and additional news regarding the development and maintenance of RMAVIS.

Additional Information - Contains other useful information.

Privacy - A privacy notice.

Running Locally

In addition to accessing RMAVIS via the web RMAVIS can be run on your personal device and installed as an R package.

To run RMAVIS locally take the following steps.

  1. Ensure R >= 4.4 is installed.
  2. Install RMAVIS using remotes::install_github("NERC-CEH/RMAVIS")
  3. Run install.packages("tinytex") then tinytex::install_tinytex() to install a minimal LaTeX distribution. This is required to generate a pdf report. Note that this is only required if you do not have a LaTeX distribution already installed.
  4. From the R terminal run RMAVIS::runApp().

If you wish to use the VC-matching functions outside of the RMAVIS app, these are also made available through the RMAVIS package.

To reference the core RMAVIS application please cite the JOSS paper as follows:

Marshall et al., (2024). RMAVIS v1.0: a Shiny application for the analysis of vegetation survey data and assignment to GB NVC communities. Journal of Open Source Software, 9(100), 6682, https://doi.org/10.21105/joss.06682

To cite a specific version of RMAVIS select the relevant release from Zenodo here.

Feedback

To report a bug please submit a Github issue here, fill out the feedback form here, or send an email to Zeke Marshall.

Acknowledgements

The initial development of RMAVIS was partly supported by the UK‐SCAPE delivering National Capability (NE/R016429/1) programme. The integration of the MNNPC into RMAVIS was partly supported by the UKCEH National Capability for UK Challenges (NE/Y006208/1) programme funded by the Natural Environment Research Council (Zeke Marshall) and the Minnesota Environment and Natural Resources Trust Fund as recommended by the Legislative-Citizen Commission on Minnesota Resources (LCCMR) (Amy Kendig).

Special thanks are given to Colin Conroy and Barry Jobson for their ongoing and essential support testing RMAVIS.

We would also like to thank Lindsay Maskell, Lucy Ridding, Andy McMullen, John Handley, Michael Tso, Simon Rolph, Cristina Martin Hernandez, and George Linney for testing RMAVIS.

Lastly, we would also like to thank Rob Marrs for his ongoing collaboration with the development of NVC assignment methodologies and the University of Liverpool for their ongoing support.

Data Input Table
Data Structure

NVC similarities for groups and years are not calculated when there are less than two sample plots per year-group and per year. Smaller sample sizes may also result in the failure of the composition of representative floristic tables.

Below the number of quadrats per year, along with the number of quadrats per group and year are displayed. Whether similarity values will be calculated by RMAVIS for each year and year-group are displayed in the 'Czekanowski.Similarities.Calculable?' column.




Species Data Availability

Below the availability of data for each species is displayed.

If there are no EIVs for a species that species does not contribute to the mean EIVs calculated for each Quadrat, Group, and Site; or the CCA scores found in the MVA section.

If a species is not present in the VC Floristic tables it still contributes to (dis)similarity metrics used in the VC assignment process.

If a species is not present in the phylogenetic tree is does not contribute to the calculation of phylogenetic diversity in the diversity section.




Quadrat Similarities

Site Similarities

Group Similarities

Habitat Correspondence
Species Frequency
Unweighted Mean Hill-Ellenberg Values, by Site

Weighted Mean Hill-Ellenberg Values, by Site

Weighted Mean Hill-Ellenberg Values, by Group

Unweighted Mean Hill-Ellenberg Values, by Group

Weighted Mean Hill-Ellenberg Values, by Quadrat

Unweighted Mean Hill-Ellenberg Values, by Quadrat

Diversity Measures - by Year
Diversity Measures - by Group

Diversity Measures - by Quadrat

National Reference
Local Reference (Restricted)
Local Reference (Unrestricted)

News


2026-02-24

The v1.2.0 and v1.2.1 releases of RMAVIS incorporates the Minnesota Native Plant Community Classification (MNNPC). This has involved refactoring several modules to ensure that RMAVIS is extensible and can easily incorporate additional vegetation classifications. A second major change is the methodology used to calculate Diversity measures, specifically RMAVIS now utilises the approach described in Reeve et al (2014) How to partition diversity as implemented in the R package {rdiversity}; for more information please see the documentation. This release contains no breaking changes for matching vegetation plots to the GB-NVC.

2025-09-11

... The v1.1.X series of RMAVIS releases contain a number of breaking changes relative to the v1.0.1 release.

First, is a major update to the taxonomy, which is now aligned with version 20250703a of the UKSI, available here. A csv of the taxonomic backbone can also be downloaded from the Data Entry section of RMAVIS. Second, is the recreation of the NVC datasets, which have been re-exported and re-organised from the original MS Access database and Floodplain Meadows datasets, and seperated into individual datasets (Original, Calthion, and Scottish Oceanic Wet Grassland) which can be selected independently. Third, is a reduction in the number of pseudo-quadrats used to match quadrats with the Jaccard similarity method, this has improved the speed at which quadrats are matched. Fourth, is the ability to optionally filter out taxa which occurred at a frequency of less than 5% of the survey plots (only applies when there are 20 or more plots in a group), which is tuned on by default, but can be turned off.

The re-export of the original tables has also resulted in a number of fixes to the previous set of tables used in RMAVIS, which did not include many tree species in the shrub layer. This change emphasises the need to add the correct (c), (s), and (g) suffixes for tree and shrub species, to ensure they are matched. Please check the Floristic Tables and NVC Taxon Name Updates tabs in the NVC Information section to inspect how the strata suffixes appear in the floristic tables. Future work will separate out the strata into an additional data entry column, to ensure there is only one taxon name for each tree and shrub species.

Together these changes mean that users results may differ slightly from previous versions. It also means that the taxon names in datasets previously entered into RMAVIS will need to be updated, to do this please download the Taxon Lookup object from the data entry section.

Please see the Release Log notes below for a complete list of changes.

Previous versions of RMAVIS can be accessed from Github or Zenodo.

Special thanks again to Colin Conroy and Barry Jobson for testing v1.1.2, v1.1.1, and v1.1.0 of RMAVIS!


Release Log


RMAVIS 1.2.1 (25-02-2026)

  • Modifications:
    • Now using UKVegTB v0.1.7.
    • Recording MNNPC v1.1.6 in renv.lock.
  • Fixes:
    • Ensuring that MNNPC::process_dnr_releves is not run until the survey data table is in the correct format following the selection of the MNNPC.
  • New Features: NA

RMAVIS 1.2.0 (25-02-2026)

  • Modifications:
    • Removing the CCA Hill-Ellenberg option in the MVA module. Now all Hill-Ellenberg values (F, R, N, S, L) apart from T are included in the CCA by default.
    • Removing MVA legend until a fix for the double legend issue in plotly is found.
    • Combining the analysis modules into a parent set of modules: analysis_ui and analysis_server.
    • Improving error handling in upload data entry option.
    • Moving to UKVegTB version 0.1.6 which includes the UKVegTB::phylo_tree and UKVegTB::phylo_taxa_lookup objects.
    • Now returning all VC similarities, not just the top 10.
    • Adding a rank column to the VC similarity tables.
    • Removing surveyData_mat objects from the list returned by surveyData_server.
    • In place of a binary option to restrict the top-fitting VC communities in the Floristic Table and MVA modules there is now an option to select the top-1, top-10, or all non-zero fits by year, group, and quadrat.
  • Fixes:
    • Ensuring that the calculation of cover-weighted EIVs accounts for situations where the total cover is less than or greater than 100%.
    • Fixing the trajectory arrow groupings.
    • Fixing matrix data upload formatting.
  • New Features:
    • Integrating the MNNPC vegetation classification system, which has involved extensive refactoring to ensure RMAVIS is fully extensible. All objects required by RMAVIS now flow from the setupData modules and associated objects.
    • Adding aggregated surveyData objects and the option to use this aggregated survey data. Currently only enabled for the MNNPC.
    • Re-developing the diversity module. We now provide the ability to calculate the alpha, beta, and gamma naive, taxonomic, and phylogenetic diversity by year, group, and quadrat, for three Hill numbers: 0, 1, and 2 using the R package rdiversity.
    • Adding a summary of the data availability for the species present in the survey data to the surveyDataSummary module.
    • Adding a new tab to the Data Entry module, Taxa Lookup, which displays concordances between taxon names, accepted/recommended taxon names, and aggregated taxon names.
    • Adding the ability to match taxa to accepted taxa in the survey data validation module.
    • Coloring MVA species scores by whether they were present or absent in the survey data.

RMAVIS 1.1.4 (11-09-2025)

  • Modifications: NA
  • Fixes:
    • Ensuring presence cover values (+) are handled correctly during the composition of floristic tables, calculation of diversity indices, and calculation of EIVs.
  • New Features: NA

RMAVIS 1.1.3 (29-07-2025)

  • Modifications: NA
  • Fixes:
    • Ensuring order of execution for NVC assignment is correct, i.e. floristic tables must be composed and not NULL before group similarity calculations.
  • New Features: NA

RMAVIS 1.1.2 (28-07-2025)

  • Modifications: NA
  • Fixes:
    • Adding UKVegTB v0.1.2 as a remote dependency in the Description file.
  • New Features: NA

RMAVIS 1.1.1 (28-07-2025)

  • Modifications:
    • Adding argument ‘factor_constancy’ to RMAVIS::composeSyntopicTables which controls whether the constancy column is returned as a factor or not.
  • Fixes:
    • Updating examples to reflect new bundled object column names.
    • Fixing duplicate taxa in Calthion floristic tables.
  • New Features: NA

RMAVIS 1.1.0 (27-07-2025)

  • Modifications:
    • Changing the minimum number of plots per group for Czekanowski similarity calculations to 2.
    • Removing the ability to toggle the inclusion/exclusion of bryophyte taxa.
    • Tidying the names and order of the RMAVIS results .xlsx download.
    • Changing “National Reference Spaces” option in the MVA module to “Reference Spaces” and altering the module so that the local reference ordinations are also linked to this option.
    • Updating the taxonomic backbone to the use version 20250703a of the UKSI (https://data.nhm.ac.uk/dataset/uk-species-inventory-simplified-copy). This is accomplished through use of the UKVegTB package.
    • Updating the habitat correspondences to incorporate v9.5 of the JNCC habitat correspondences.
    • Separating the data entry modules into their own section “Data Entry”.
    • Reducing the number of pseudo-quadrats to improve the speed of RMAVIS::similarityJaccard.
    • Re-organising bundled constants.
    • Re-creating the NVC datasets using the original MS Access database.
  • Fixes:
    • Fixing the issue where plots with one taxon can’t be matched using RMAVIS::similarityJaccard.
  • New Features:
    • Adding a new tab - “Additional Information”.
    • Adding a new object RMAVIS::broad_habitat_indicators which is used in the function RMAVIS::match_broad_habitats to identify broad habitats.
    • Expanding the contents of the NVC Lookup (now called NVC Information) tab.
    • Adding the ability to select any combination of the original, SOWG, and/or Calthion NVC communities.
    • Adding the ability to filter taxa which occur at a frequency of less than 5% from the survey data.
    • Now displaying the number of plots, the minimum, mean, and maximum species richness, the total number of species, and community-mean Hill-Ellenberg values for each floristic table composed from the survey data vs each NVC community floristic table.

RMAVIS 1.0.1 (2024-08-08)

  • Modifications: NA
  • Fixes:
    • Removing superfluous file - “./app.R”.
    • Ensuring all internal constants are prefixed in “surveyData_server.R”.
  • New Features:
    • Adding deployment helper file “./deploy.R”.
    • Adding reference to published JOSS paper and updating “CITATION.cff” file.

RMAVIS 1.0 (2024-07-02)

  • Modifications:
    • Updating README to include instructions on installing a LaTeX distribution using {tinytex}.
    • Removing Dockerfile and docker-compose.yml as they are currently superfluous.
    • Bundling app files into ./inst/app
  • Fixes:
    • Streamlining dependencies, see the imports listed in DESCRIPTION and packages loaded in ./inst/app/app.R
  • New Features:
    • Adding News section.
    • Adding function to run app - RMAVIS::runApp().
    • Adding contribution guidelines in CONTRIBUTING.md.

RMAVIS 0.9998 (2024-05-22)

  • Modifications:
    • Improving the README and including it in a home page of the app.
    • Adding ability to close modal popups by clicking outside the modal.
    • Transferring repository to NERC-CEH organisation.
    • Setting documentation iframe to 85vh.
    • Removing BRC_old and BRC_new from RMAVIS::concordance as it is currently incomplete.
    • Changing names in RMAVIS::concordance: “assignNVCName” -> “originalTaxonName” and “proposedSpecies” -> “rmavisTaxonName”.
    • Updating JOSS paper to reflect the addition of the Alage taxa present in SM1.
    • Moving Options sidebar to application nav_panel only.
  • Fixes:
    • Fixing issue where changing the cover scale does not trigger re-validation.
  • New Features: NA

RMAVIS 0.9997 (2024-05-06)

RMAVIS 0.9996 (2024-04-30)

  • Modifications:
    • Adding package dependency references to JOSS paper.
    • Removing {janitor} dependency.
    • Changing MVA option “Survey Quadrat Change” to “Trajectory”.
    • Ensuring accepted species are sorted alphabetically.
    • Moving to NBN Tracheophyta and Pteridophyta child taxa for vascular plants to align with bryophytes and provide a single taxonomic backbone.
  • Fixes:
    • Ensuring author information in DESCRIPTION file are all separated by commas.
  • New Features: NA

RMAVIS 0.9995 (2024-04-26)

  • Modifications:
    • Changing licence to the OSI-approved LGPL-3.0 licence to ensure compliance with JOSS.
  • Fixes: NA
  • New Features: NA

RMAVIS 0.9994 (2024-04-21)

  • Modifications: NA
  • Fixes:
    • Fixing missing bryophytes following NBN concordance move.
  • New Features: NA

RMAVIS 0.9993 (2024-04-21)

  • Modifications:
    • Changing licence to CC BY 4.0 ready for v1.
  • Fixes:
    • Fixing issue where group-re-allocation table fails if quadrat ID’s are integers.
  • New Features: NA

RMAVIS 0.9992 (2024-04-17)

  • Modifications:
    • Updating author list.
  • Fixes: NA
  • New Features: NA

RMAVIS 0.9991 (2024-04-17)

  • Modifications:
    • Updating author list.
  • Fixes: NA
  • New Features: NA

RMAVIS 0.999 (2024-04-16)

  • Modifications:
    • Updating to taxonomic backbone to use BSBI February 2024 taxon list.
    • Minimising the number of bundled datasets.
    • Removing assignNVC dependency.
  • Fixes:
    • Ensuring cover values are passed to surveyData_mat for use in Simpson diversity indices.
    • Ensure all assignment results reset upon Run Analysis, even if not run.
  • New Features:
    • Adding option to disable the calculation of similarities for quadrats.
    • Adding Scottish oceanic wet grassland communities.
    • Ensuring all functions are covered by tests.
    • Adding JOSS paper.
    • Adding ability to turn quadrat similarities on or off.
    • Adding Scottish oceanic wet grassland communities.

RMAVIS 0.995 (2024-04-01)

  • Modifications:
    • Improving function to compose syntopic tables.
  • Fixes:
    • Adding .csv extension to downloadable csv files.
  • New Features: NA

RMAVIS 0.994 (2024-03-26)

  • Modifications: NA
  • Fixes:
    • Ensuring cover scale is correctly linked to survey data table.
    • Ensuring RMAVIS results .xlsx can be downloaded if the number of plots per group and year-group are less than 5.
    • Fixing NPMS M habitat correspondences.
  • New Features:
    • Adding button to clear survey data table.

RMAVIS 0.993 (2024-03-21)

  • Modifications: NA
  • Fixes:
    • Fixing MAVIS upload.
  • New Features: NA

RMAVIS 0.992 (2024-03-19)

  • Modifications: NA
  • Fixes:
    • Fixing bryophyte filtering from example data.
  • New Features: NA

RMAVIS 0.991 (2024-03-19)

  • Modifications: NA
  • Fixes:
    • Ensuring “Confirm Upload” button is disabled when the uploaded data column names are incorrect.
  • New Features:
    • Adding downloadable .xslx containing RMAVIS results.
    • Adding Cover Scale option.
    • Adding option to upload old MAVIS files.
    • Adding Habitat Correspondences to report.

RMAVIS 0.99 (2024-03-14)

  • Modifications: NA
  • Fixes:
    • Ensuring all constants are bundled in sysdata.rda.
    • Ensuring RMAVIS package contents are loaded when starting app.
  • New Features: NA

RMAVIS 0.983 (2024-03-14)

  • Modifications:
    • Converting to R package format.
  • Fixes:
    • Fixing MVA select quadrats.
  • New Features:
    • Adding multiple composed floristic tables.

RMAVIS 0.982 (2024-03-11)

  • Modifications: NA
  • Fixes:
    • Fixing Species.Ignore == “Yes”
  • New Features: NA

RMAVIS 0.981 (2024-03-09)

  • Modifications: NA
  • Fixes:
    • Ensuring species-quadrat duplicate check is included in ok to proceed.
    • Fixing jump issue in species adjustment table, now using Yes and No.
  • New Features: NA

RMAVIS 0.98 (2024-03-06)

  • Modifications: NA
  • Fixes:
    • Ensuring manual entry works.
    • Ensuring single plot samples work.
  • New Features: NA

RMAVIS 0.97 (2024-03-05)

  • Modifications: NA
  • Fixes:
    • Updating documentation to reflect new MVA functionality.
    • Fixing group survey plots option in MVA module.
  • New Features: NA

RMAVIS 0.96 (2024-03-02)

  • Modifications:
    • Changing name, MAVIS -> RMAVIS
    • Removing site and group Jaccard similarity results.
    • Refining code throughout.
    • Trimming dependencies.
  • Fixes: NA
  • New Features:
    • Adding pseudo-quadrat and sample quadrat centroids in MVA.
    • Adding setupData module which allows modification of bundled datasets.
    • Adding a bryophyte switch to include-exclude bryophyte taxa.
    • Now loading dependencies in load_packages.R.

RMAVIS 0.95 (2024-01-24)

  • Modifications:
    • Removing unnecessary upload data checks.
    • Making survey data availability table searchable.
    • Changing nomenclature for releve to plot.
  • Fixes:
    • Ensuring report renders correctly using new surveyDataSummary object data.
  • New Features: NA

RMAVIS 0.94 (2024-01-18)

  • Modifications: NA
  • Fixes:
    • Ensuring the number of quadrats per group is passed to the floristic tables module through the new survey data summary module.
  • New Features: NA

RMAVIS 0.93 (2024-01-18)

  • Modifications: NA
  • Fixes: NA
  • New Features:
    • Adding survey data summary module.
    • Adding quadrat re-grouping tool.

RMAVIS 0.92 (2024-01-18)

  • Modifications: NA
  • Fixes: NA
  • New Features:
    • Adding Czekanowski index method for Site and Group NVC assignment calculations.

RMAVIS 0.91 (2024-01-11)

  • Modifications: NA
  • Fixes: NA
  • New Features:
    • Adding privacy policy section

RMAVIS 0.9 (2024-01-09)

  • First release for user testing.
  • Modifications: NA
  • Fixes: NA
  • New Features: NA

GBNVPD

If you use RMAVIS please consider submitting vegetation plot to the GBNVPD - the National Vegetation Plot Database for Great Britain.


UKSI

Version 1.2.1 of RMAVIS currently uses version 20250703a of the UKSI to form its taxonomic backbone. The UKSI can be accessed from several sources:

This backbone is also available as a lightweight R package - UKVegTB


JNCC

The Joint Nature Conservation Committee (JNCC) website contains copies of the original NVC floristic tables and other information regarding the NVC. See the JNCC website for more details.


EUNIS

The European Nature Information System (EUNIS) contains information on species, habitats, and designated nature conservation sites in Europe. See the EUNIS website for more details.


FloraVeg.EU

FloraVeg.EU contains an array of detailed autoecological species information and an interface to explore the phytosociological European Vegetation Classification and the EUNIS Habitat Classification. See the FloraVeg.EU website for more details.


Floodplain Meadows Partnership


IVC

The Irish Vegetation Classification (IVC) provides a modern, well-organised vegetation classification system for Ireland. See the website for more details.

MNNPC

The Minnesota Native Plant Classification was published in 2003, with two additional field guides released in 2005, to provide a common language for vegetation conservation and management across Minnesota. It is used by multiple DNR divisions; federal agencies such as the U.S. Forest Service, Natural Resources Conservation Service, National Park Service, and U.S. Fish and Wildlife Service; county land departments; nonprofit organizations; educators; researchers; and environmental consultants. The current classification hierarchy aligns with Minnesota’s Ecological Classification System (ECS) provinces and sections, allowing vegetation management issues to be assessed consistently from broad landscapes down to individual stands.

The published MN NPC is based on relevé data collected from 1964 through the early 2000s, replacing an older expert based descriptive system with an empirically derived one. A total of 5,523 plots were used in the original Field Guide development. Since then, an additional 4,144 relevés have been collected, including data from ecological systems that were under represented or absent in the original analysis. An update to the classification is currently underway, with a target completion date of 2027, and will incorporate these newer data to fill geographic gaps and correct regional imbalances present in the original analysis.

The MNNPC tool being developed for RMAVIS builds on the published classification but serves a different purpose. The website presents the official, static classification, while the tool provides a data driven environment for exploring how new relevés, updated analyses, and additional ecological systems relate to the existing framework. The tool supports tasks such as testing plot assignments, examining fidelity and diversity metrics, and evaluating distinctions among similar communities. As new data continue to accumulate, the tool will help inform future refinements such as improved field keys and clearer separation of ecotonal communities.

Publications:

Aaseng, N.E., Almendinger, J.C., Dana, R.P., Hanson, D.S., Lee, M.D., Rowe, E.R., Rusterholz, K.A. and Wovcha, D.S., 2011. Minnesota’s native plant community classification: A statewide classification of terrestrial and wetland vegetation based on numerical analysis of plot data. Biological Report, 108, pp.1-27. URL: Minnesota’s native plant community classification: A statewide classification of terrestrial and wetland vegetation based on numerical analysis of plot data.

Minnesota Department of Natural Resources. 2003. Field guide to the native plant communities of Minnesota: The Laurentian Mixed Forest Province. Ecological Land Classification Program, Minnesota County Biological Survey, and Natural Heritage and Nongame Research Program, Minnesota Department of Natural Resources, St. Paul, MN, US.

Minnesota Department of Natural Resources. 2005a. Field guide to the native plant communities of Minnesota: The Eastern Broadleaf Forest Province. Ecological Land Classification Program, Minnesota County Biological Survey, and Natural Heritage and Nongame Research Program, Minnesota Department of Natural Resources, St. Paul, MN, US.

Minnesota Department of Natural Resources. 2005b. Field guide to the native plant communities of Minnesota: The Prairie Parkland and Tallgrass Aspen Parklands provinces. Ecological Land Classification Program, Minnesota County Biological Survey, and Natural Heritage and Nongame Research Program, Minnesota Department of Natural Resources, St. Paul, MN, US.

Minnesota Department of Natural Resources. 2007. A handbook for collecting vegetation plot data in Minnesota: The relevé method. Minnesota County Biological Survey, Minnesota Natural Heritage and Nongame Research Program, and Ecological Land Classification Program, Biological Report 92. Minnesota Department of Natural Resources, St. Paul, MN, US. URL: http://www.dnr.state.mn.us/eco/mcbs/vegetation_sampling.html (accessed November 11, 2025).

Terms of use

To help highlight use of relevé data outside of the Minnesota Department of Natural Resources (DNR) and to protect the DNRs copyright interest in these data, users are asked to acknowledge the DNRs Minnesota Biological Survey Program as the source of information in any product derived from the relevé data, and to include in any product an appropriate copyright notice in the name of the DNR (for example, Copyright 2026 State of Minnesota, Department of Natural Resources). Products include hard copy or digital versions of studies, summaries, reports, maps, proposals, plans, analyses, interpretations, derivative works, and compilations containing relevé data. If you have any questions about the data or its use, please contact:

Daniel Wovcha 500 Lafayette Rd., Box 25 St. Paul, MN 55155

(651) 259-5154 Daniel.Wovcha@state.mn.us


Ecological Classification System

The ecological land classification system: https://www.dnr.state.mn.us/ecs/index.html


MNTaxa

The taxonomic backbone underpinning the MNNPC in RMAVIS is adapted from MNTaxa - The State of Minnesota Vascular Plant Checklist, which can be found on the Minnesota Department of Natural Resources website: https://www.dnr.state.mn.us/eco/mbs/plant-lists.html.


Privacy notice

RMAVIS does not collect any data at present, however please refer to the UKCEH 'Privacy notice' web page for UKCEH privacy policy.