Itiya Aneece Prasad S. Thenkabail Richard McCormick Pardhasaradhi Teluguntla Adam Oliphant Daniel Foley 20241125 spreadsheet https://doi.org/10.5066/P14CQACU Itiya Aneece Prasad S. Thenkabail Richard McCormick Haireti Alifu Daniel Foley Adam J. Oliphant Pardhasaradhi Teluguntla 20241101 publication Photogrammetric Engineering & Remote Sensing vol. 90, issue 11 n/a American Society for Photogrammetry and Remote Sensing ppg. 687-698 https://doi.org/10.14358/PERS.24-00026R2 Here we provide Germany’s Deutsches Zentrum fu¨r Luft- und Raumfahrt (DLR) Earth Sensing Imaging Spectrometer (DESIS) and Italy’s ASI’s PRecursore IperSpettrale della Missione Applicativa (PRISMA) Derived Spectral Library of Agricultural Crops for California. It was developed using DESIS and PRISMA hyperspectral data acquired in August 2021 near Fresno, CA. The 4-bin DESIS image has 60 bands with approximately 10 nm bandwidths from 400 to 1000 nm and is available through the German Aerospace Center and Teledyne Brown (2022). The PRISMA image has 235 bands with 10-12 nm bandwidths from 400-2500 nm and is available through the Italian Space Agency (ASI) (2022). In these PRISMA data, two bands in the overlapping spectral region of the visible-near infrared sensor and the shortwave infrared sensor were removed, for a total of 233 bands. Both images were downloaded as surface reflectance products. Some DESIS bands contain negative values; the user can choose to discard these bands. The crop type data and confidence layer for the year 2021 can be accessed through the USDA National Agricultural Statistics Service (2022). The DESIS and PRISMA Derived Spectral Library of Agricultural Crops dataset characteristics are described below, with DESIS and PRISMA data provided in two separate CSV files. Each dataset contains information for 16,581 samples located where the two images overlap. The user should examine the data against the USDA NASS CDL 2021 layer and decide whether some samples should be discarded due to uncertainty in the crop class label. These data were collected for crop type classification using hyperspectral data to compare two new-generation sensors. 20210803 20210814 publication date Complete None planned -120.4211 -119.9762 36.9609 36.6618 ISO 19115 Topic Category biota None hyperspectral imaging remote sensing agriculture USGS Metadata Identifier USGS:65d66ec7d34ec3e1801d280b None California None. Please see 'Distribution Info' for details. None. Users are advised to read the dataset's metadata thoroughly to understand appropriate use and data limitations. Itiya Aneece U.S. Geological Survey Research Geographer mailing and physical

2255 N. Gemini Rd.

Flagstaff Arizona 86001 USA 928-556-7313 ianeece@usgs.gov This research was funded by the National Land Imaging (NLI) Program, Land Change Science (LCS) program, and the Core Science Systems (CSS) of the United States Geological Survey. The USDA NASS Cropland Data Layer 2021 confidence layer was used to select most accurate samples, with a threshold of 60% so only samples with a confidence level of 60% or greater were retained. Yes. These data samples are only from California's Central Valley in August 2021. They only contain information about selected crop types prevalent in the area. USDA NASS 20220201 raster digital data https://nassgeodata.gmu.edu/CropScape/ Digital and/or Hardcopy 20210101 20211231 publication date USDA National Agricultural Statistics Service Crop Type and Confidence Teledyne Brown 20210814 raster digital data http://tcloudhost.com/ Digital and/or Hardcopy 20210814 publication date German Aerospace Center (DLR) DESIS Imagery Italian Space Agency 20210803 raster digital data asi.it Digital and/or Hardcopy 20210803 publication date Italian Space Agency PRISMA Imagery Geo-registration in ArcGIS (Version 10.8.1). Creation of polygon representing area of overlapping images. Generating random samples in Google Earth Engine. Exporting data as CSV. Filtering data by USDA NASS CDL crop type, confidence layer, and visual inspection of spectra. 20240117 desis_2021.csv Comma Separated Value (CSV) file containing data. Producer Defined loc_id Location ID Producer Defined 0 19666 crop_name Name of crop, associated with crop number from USDA NASS CDL Producer Defined almonds Almonds Producer defined grapes Grapes Producer defined pistachios Pistachios Producer defined alfalfa Alfalfa Producer defined corn Corn Producer defined crop_number Crop number from the USDA NASS Cropland Data Layer Producer Defined 75 Almonds Producer defined 69 Grapes Producer defined 204 Pistachios Producer defined 36 Alfalfa Producer defined 1 Corn Producer defined longitude Longitude in decimal degrees Producer Defined -120.3884023 -120.0327563 latitude Latitude in decimal degrees Producer Defined 36.68684871 36.9508876 d403 Surface reflectance (%) at this wavelength (nm) Producer Defined -69.7 5.61 d410 Surface reflectance (%) at this wavelength (nm) Producer Defined -5.51 7.12 d421 Surface reflectance (%) at this wavelength (nm) Producer Defined -2.13 8.17 d431 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.01 9.0 d441 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.18 10.11 d452 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.99 10.67 d462 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.21 11.18 d472 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.59 11.89 d482 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.76 11.73 d493 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.04 13.06 d503 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.11 12.82 d513 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.38 13.13 d523 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.4 13.7 d534 Surface reflectance (%) at this wavelength (nm) Producer Defined 5.08 15.11 d544 Surface reflectance (%) at this wavelength (nm) Producer Defined 5.26 15.02 d554 Surface reflectance (%) at this wavelength (nm) Producer Defined 5.5 15.9 d565 Surface reflectance (%) at this wavelength (nm) Producer Defined 5.25 16.29 d575 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.49 16.11 d585 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.94 15.83 d595 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.51 15.6 d605 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.79 16.6 d616 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.51 16.78 d626 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.2 16.56 d636 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.15 16.93 d646 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.72 16.54 d656 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.55 16.96 d667 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.43 17.65 d677 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.44 18.11 d687 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.6 18.58 d697 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.27 20.19 d708 Surface reflectance (%) at this wavelength (nm) Producer Defined 6.55 23.71 d717 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.02 27.36 d728 Surface reflectance (%) at this wavelength (nm) Producer Defined 15.88 39.09 d738 Surface reflectance (%) at this wavelength (nm) Producer Defined 18.52 50.4 d748 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.9 56.16 d759 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.0 56.71 d769 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.13 60.43 d779 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.53 60.22 d789 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.07 58.02 d800 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.09 60.21 d810 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.24 59.88 d820 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.9 61.16 d830 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.94 60.64 d841 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.24 60.75 d851 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.87 60.36 d862 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.32 60.62 d872 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.65 61.09 d882 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.35 60.31 d892 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.45 60.06 d902 Surface reflectance (%) at this wavelength (nm) Producer Defined 24.08 60.36 d912 Surface reflectance (%) at this wavelength (nm) Producer Defined 24.26 59.45 d922 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.95 59.95 d933 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.14 60.82 d943 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.33 60.32 d953 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.79 57.34 d964 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.55 55.04 d975 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.55 54.07 d986 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.35 54.39 d995 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.63 55.02 d1000 Surface reflectance (%) at this wavelength (nm) Producer Defined 17.7 54.62 prisma_2021.csv Comma Separated Value (CSV) file containing data. Producer Defined loc_id Location ID Producer Defined 0 19666 crop_name Name of crop, associated with crop number from USDA NASS CDL Producer Defined almonds Almonds Producer defined grapes Grapes Producer defined pistachios Pistachios Producer defined alfalfa Alfalfa Producer defined corn Corn Producer defined crop_number Crop number from the USDA NASS Cropland Data Layer Producer Defined 75 Almonds Producer defined 69 Grapes Producer defined 204 Pistachios Producer defined 36 Alfalfa Producer defined 1 Corn Producer defined longitude Longitude in decimal degrees Producer Defined -120.3884023 -120.0327563 latitude Latitude in decimal degrees Producer Defined 36.68684871 36.9508876 p407 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.3203611 7.8164205 p416 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0561 7.447825 p424 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0166 7.5462475 p431 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 7.520176 p439 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0662 8.690813 p446 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.132316 8.948602 p453 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.1733796 9.208019 p461 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0407 9.353371 p468 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 9.405515 p475 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.00261 10.054059 p483 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0137 10.2326535 p490 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0267 10.8577326 p497 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 10.980271 p505 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0857 11.8312 p512 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.1906523 12.114734 p520 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.7433812 12.715045 p527 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.2045317 13.805836 p535 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.795717 15.073267 p543 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.2285141 15.853801 p551 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.4308987 16.46943 p559 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.2927165 16.765673 p567 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.0280845 17.236927 p575 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.832218 17.760651 p584 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.5522685 18.2306 p592 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.3674824 18.33554 p601 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.3564018 19.116727 p610 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.3668306 19.413622 p619 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.1849776 19.761685 p628 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.1950806 20.263574 p637 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.1123016 20.487142 p646 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.9910663 20.631191 p655 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.8391961 20.673883 p665 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.7841188 21.22922 p674 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.7867261 21.382067 p684 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.9421811 21.915567 p694 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.8028868 23.28305 p704 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.336579 24.73983 p714 Surface reflectance (%) at this wavelength (nm) Producer Defined 5.9682332 26.906097 p724 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.3444375 30.250496 p734 Surface reflectance (%) at this wavelength (nm) Producer Defined 14.373882 37.14364 p744 Surface reflectance (%) at this wavelength (nm) Producer Defined 16.111588 45.405892 p754 Surface reflectance (%) at this wavelength (nm) Producer Defined 17.872435 51.88025 p765 Surface reflectance (%) at this wavelength (nm) Producer Defined 17.900136 54.05271 p775 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.765922 57.88238 p786 Surface reflectance (%) at this wavelength (nm) Producer Defined 18.908149 55.46191 p796 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.598734 57.033074 p807 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.568943 59.40336 p817 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.049131 58.020884 p828 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.845307 59.551644 p839 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.249099 59.45257 p849 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.063337 59.00967 p860 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.780127 58.869857 p871 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.741346 58.47943 p881 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.438122 60.3325 p892 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.763372 61.52237 p903 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.399666 61.04786 p913 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.107332 59.755003 p924 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.736838 65.61602 p934 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.109614 62.495184 p945 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.712993 57.645446 p951 Surface reflectance (%) at this wavelength (nm) Producer Defined 17.729458 55.453193 p956 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.434154 52.15824 p960 Surface reflectance (%) at this wavelength (nm) Producer Defined 17.775998 52.56237 p967 Surface reflectance (%) at this wavelength (nm) Producer Defined 18.911408 50.17904 p970 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.280766 57.36324 p977 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.308682 51.93859 p979 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.687419 57.364005 p989 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.41352 56.1471 p999 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.348668 56.660944 p1009 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.595102 56.90204 p1019 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.978485 57.81758 p1029 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.513313 59.259176 p1038 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.750209 60.41276 p1048 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.190814 61.59495 p1058 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.769131 62.743187 p1068 Surface reflectance (%) at this wavelength (nm) Producer Defined 23.01442 63.08308 p1078 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.836652 62.56733 p1089 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.953765 63.201344 p1099 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.824445 63.89029 p1110 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.727702 63.83536 p1121 Surface reflectance (%) at this wavelength (nm) Producer Defined 16.765851 52.50896 p1131 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.643932 57.22171 p1142 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.25307 55.03014 p1153 Surface reflectance (%) at this wavelength (nm) Producer Defined 18.819332 47.004655 p1164 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.40566 49.633402 p1175 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.298467 48.521018 p1186 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.278859 50.929654 p1196 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.750743 51.604867 p1207 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.58404 50.52567 p1218 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.296025 50.365835 p1229 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.269322 50.492865 p1240 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.251393 50.80644 p1251 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.142137 52.92477 p1263 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.382697 56.120014 p1273 Surface reflectance (%) at this wavelength (nm) Producer Defined 22.679865 56.49157 p1284 Surface reflectance (%) at this wavelength (nm) Producer Defined 21.191348 53.20096 p1295 Surface reflectance (%) at this wavelength (nm) Producer Defined 20.333028 51.01473 p1306 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.44686 49.4213 p1317 Surface reflectance (%) at this wavelength (nm) Producer Defined 19.343099 50.344473 p1328 Surface reflectance (%) at this wavelength (nm) Producer Defined 18.216221 48.769742 p1339 Surface reflectance (%) at this wavelength (nm) Producer Defined 17.80766 50.72442 p1350 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.151598 51.14595 p1361 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.00191 0.8690013 p1373 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 0.124361 p1383 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 0.1102464 p1395 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 0.1060502 p1406 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 0.1213092 p1417 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 0.3982605 p1427 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0465 1.2680247 p1438 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.1205463 1.832227 p1449 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.3421836 4.047074 p1459 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.2064546 40.100327 p1470 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.6678112 33.63012 p1481 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.4692912 33.83383 p1491 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.830396 37.619972 p1502 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.6288244 39.306095 p1513 Surface reflectance (%) at this wavelength (nm) Producer Defined 5.5600062 41.032654 p1523 Surface reflectance (%) at this wavelength (nm) Producer Defined 6.2397957 41.98291 p1534 Surface reflectance (%) at this wavelength (nm) Producer Defined 6.634623 41.529718 p1544 Surface reflectance (%) at this wavelength (nm) Producer Defined 6.98558 41.552988 p1555 Surface reflectance (%) at this wavelength (nm) Producer Defined 7.4547954 41.924545 p1565 Surface reflectance (%) at this wavelength (nm) Producer Defined 7.924391 42.235446 p1576 Surface reflectance (%) at this wavelength (nm) Producer Defined 8.261234 42.553216 p1586 Surface reflectance (%) at this wavelength (nm) Producer Defined 8.76936 43.63432 p1596 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.0688184 43.889526 p1606 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.411002 43.822002 p1617 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.6257724 44.32288 p1627 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.7669184 44.271383 p1637 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.017166 44.342718 p1647 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.093843 44.362172 p1657 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.132754 44.571984 p1667 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.152972 44.277486 p1677 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.26894 44.354543 p1687 Surface reflectance (%) at this wavelength (nm) Producer Defined 10.069047 43.813992 p1697 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.810788 43.946746 p1707 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.645991 43.836117 p1717 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.608224 44.24315 p1727 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.4586864 43.968108 p1736 Surface reflectance (%) at this wavelength (nm) Producer Defined 9.095521 44.029528 p1746 Surface reflectance (%) at this wavelength (nm) Producer Defined 8.746853 43.11742 p1756 Surface reflectance (%) at this wavelength (nm) Producer Defined 8.709468 43.701458 p1766 Surface reflectance (%) at this wavelength (nm) Producer Defined 8.1815064 42.98314 p1775 Surface reflectance (%) at this wavelength (nm) Producer Defined 7.717632 42.294195 p1785 Surface reflectance (%) at this wavelength (nm) Producer Defined 7.55436 42.65316 p1794 Surface reflectance (%) at this wavelength (nm) Producer Defined 7.654307 43.429464 p1804 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.9475852 5.5771723 p1813 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.2540627 2.1396963 p1822 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0843 0.8499275 p1832 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0423 0.7114519 p1841 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0217 0.6263828 p1851 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0156 0.639353 p1860 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0179 0.5718319 p1868 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0172 0.5626764 p1879 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0122 0.5485619 p1887 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.00839 0.5550469 p1896 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0111 0.5642023 p1905 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0107 0.5836576 p1914 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0137 0.5264362 p1923 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0042 0.6404975 p1932 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0221 0.6618601 p1941 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0202 1.1306936 p1950 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0591 1.8165866 p1959 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.3246357 25.283435 p1967 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.5497063 32.50515 p1976 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.7351034 36.484703 p1985 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.8552682 39.28168 p1994 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.302739 44.62806 p2002 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.960937 39.629206 p2011 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.4673076 32.45136 p2019 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.037232 30.595103 p2028 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.6601816 38.26009 p2036 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.7868314 42.18471 p2045 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.1187153 43.689632 p2053 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.871519 40.342182 p2061 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.4200808 43.406957 p2070 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.411307 39.356452 p2078 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.5776302 40.60731 p2086 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.8480964 39.962995 p2095 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.8717479 39.14168 p2103 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.9091325 38.5462 p2111 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.1651028 38.544288 p2119 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.176547 37.919432 p2127 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.3680476 37.797743 p2136 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.447013 37.843138 p2143 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.7445642 38.181508 p2151 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.86244 37.275502 p2160 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.907454 36.598766 p2167 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.0192265 37.338826 p2175 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.101625 36.862746 p2183 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.191272 36.59953 p2191 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.3938354 37.3621 p2199 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.9421685 36.774623 p2207 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.3224994 36.924544 p2215 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.5101855 37.110323 p2222 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.2229343 36.999696 p2230 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.216068 37.451744 p2238 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.4777602 37.139696 p2245 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.2820632 36.97986 p2253 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.0714886 36.64683 p2261 Surface reflectance (%) at this wavelength (nm) Producer Defined 4.0222783 36.63081 p2268 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.9574273 36.337453 p2276 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.834592 35.86824 p2283 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.640421 35.959792 p2291 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.7159532 35.13466 p2299 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.5564966 33.76898 p2306 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.3024337 33.759823 p2313 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.9610133 30.76753 p2321 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.7386129 29.05623 p2328 Surface reflectance (%) at this wavelength (nm) Producer Defined 3.0334935 32.312885 p2336 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.9125657 33.341345 p2343 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.7855344 32.614633 p2350 Surface reflectance (%) at this wavelength (nm) Producer Defined 2.464332 29.551765 p2357 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.950866 22.071794 p2365 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.7433433 22.345693 p2372 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.662089 18.253987 p2379 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.4667735 17.242314 p2386 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.1825742 17.159534 p2393 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.178378 17.738995 p2400 Surface reflectance (%) at this wavelength (nm) Producer Defined 1.1425193 19.479287 p2408 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.9113452 16.708247 p2414 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.4959182 13.346685 p2421 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.4608225 13.579766 p2429 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.7461662 17.168689 p2436 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.2872511 13.88838 p2442 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.2666514 14.887846 p2449 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0286 8.3199814 p2457 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0488 10.588998 p2463 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0347 12.145037 p2470 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 9.3446255 p2477 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 6.4312965 p2484 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 3.3005264 p2490 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 2.08896 p2497 Surface reflectance (%) at this wavelength (nm) Producer Defined 0.0 2.8755628 Two CSV files are included in this data release, one containing DESIS data and one containing PRISMA data. Aneece, I., Thenkabail, P.S., McCormick, R., Teluguntla, P., Oliphant, A., Foley, D. 2024. DESIS and PRISMA spectral library of agricultural crops for California's Central Valley in August 2021. DOI: https://doi.org/10.5066/P14CQACU. Itiya P Aneece U.S. Geological Survey, SOUTHWEST REGION Research Geographer mailing address

2255 North Gemini Drive

Flagstaff AZ 86001 US 928-556-7313 ianeece@usgs.gov Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data for other purposes, nor on all computer systems, nor shall the act of distribution constitute any such warranty. Digital Data https://doi.org/10.5066/P14CQACU None 20241125 Itiya P Aneece U.S. Geological Survey, SOUTHWEST REGION Research Geographer mailing address

2255 North Gemini Drive

Flagstaff AZ 86001 US 928-556-7313 ianeece@usgs.gov FGDC Content Standard for Digital Geospatial Metadata FGDC-STD-001-1998