Fontanelli, Giacomo; Azar, Ramin; Villa, Paolo: Dynamic data measured on CROP-X BIOPAR crop fields in year 2015 [dataset]. PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.894984 (dataset in review), In: Fontanelli, G et al.: CROP-X BIOPAR dataset for assessing sensitivity of X-band SAR backscatter to summer crop biophysical parameters from 2014 to 2016 [dataset publication series]. PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.894986 (dataset in review)
Related to:
Fontanelli, Giacomo; Montomoli, Francesco; Azar, Ramin; Macelloni, Giovanni; Villa, Paolo (2021): Assessing Interactions Between Crop Biophysical Parameters and X-Band Backscattering Using Empirical Data and Model Sensitivity Analysis. IEEE Transactions on Geoscience and Remote Sensing, 1-12, https://doi.org/10.1109/TGRS.2021.3119146
Further details:
Coverage:
Latitude: 45.250000 * Longitude: 8.570000
Date/Time Start: 2015-05-13T00:00:00 * Date/Time End: 2015-06-15T00:00:00
Event(s):
Comment:
Empty fields= not measured
-9999 =before seeding
Parameter(s):
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0) (License comes into effect after moratorium ends)
Size:
1086 data points
Data
| 1 ID (Field ID) | 2 Date/Time | 3 Pheno stage (BBCH code) | 4 Plant h [cm] | 5 Std dev [±] (of plant height) | 6 Stems [#] (number per plant) | 7 Std dev [±] (of number of stems per plant) | 8 Stem diam [cm] | 9 Std dev [±] (of stems diameter) | 10 Leaves [#] (number per stem per plant) | 11 Std dev [±] (of number of leaves per stem ...) | 12 Leaf l [cm] | 13 Std dev [±] (of leaf length) | 14 Leaf w [cm] | 15 Std dev [±] (of leaf width) | 16 PAI [m2/m2] | 17 Std dev [±] (of PAI) | 18 ALA [deg] (degrees with respect to horiz...) | 19 Std dev [±] (of ALA) | 20 Biom wm [g/m2] | 21 Biom dm [g/m2] | 22 PWC [g/m2] (on mass basis per area) | 23 PWC [%] (content in mass %) | 24 Soil moisture [%] (content in volume %) | 25 Status (of flooding) | 26 Sigma0 HH [dB] (X-band coefficient of SAR bac...) | 27 Std dev [±] (of sigma0 HH (dB)) | 28 Sigma0 HV [dB] (X-band coefficient of SAR bac...) | 29 Std dev [±] (of sigma0 HV (dB)) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39 | 2015-05-13 | 15-16 | 38.12 | 7.04 | 1.00 | 0.00 | 1.18 | 0.31 | 5.07 | 0.88 | 27.35 | 6.19 | 4.97 | 0.98 | 0.47 | 0.00 | 42.0 | 8.49 | 210 | 30 | 180 | 87.53 | 13.25 | -8.460468090 | 0.473084453 | -13.63483950 | 0.803303245 | |
| 29 | 2015-05-13 | 16 | 40.63 | 8.03 | 1.00 | 0.00 | 1.23 | 0.28 | 4.63 | 0.60 | 27.21 | 5.24 | 4.74 | 0.79 | 0.59 | 0.06 | 48.0 | 5.66 | 250 | 40 | 200 | 82.08 | 10.29 | -11.391576660 | 0.515661453 | -19.08466692 | 0.608317090 | |
| 28 | 2015-05-13 | 15 | 26.26 | 6.65 | 1.00 | 0.00 | 0.74 | 0.18 | 4.00 | 0.47 | 20.79 | 5.63 | 3.16 | 0.76 | 0.23 | 0.02 | 47.0 | 21.21 | 70 | 10 | 60 | 89.11 | 17.06 | -14.747430260 | 0.745325165 | -20.24399295 | 0.503473188 | |
| 10 | 2015-05-13 | 14 | 22.07 | 4.30 | 1.00 | 0.00 | 0.74 | 0.29 | 3.79 | 0.58 | 18.36 | 3.39 | 3.07 | 0.51 | 0.17 | 0.01 | 30.0 | 2.83 | 60 | 10 | 50 | 84.12 | 11.98 | -14.818103910 | 1.697022591 | -19.92127734 | 0.853225650 | |
| 2 | 2015-05-13 | 14-15 | 37.23 | 7.12 | 1.00 | 0.00 | 1.23 | 0.17 | 6.00 | 0.71 | 27.23 | 4.59 | 4.96 | 0.59 | 0.63 | 0.01 | 49.0 | 7.07 | 280 | 30 | 240 | 87.34 | 12.65 | -11.067834880 | 1.696533321 | -17.86277770 | 1.111091177 | |
| 384 | 2015-05-13 | 0 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.0 | -9999.00 | -9999 | -9999 | -9999 | -9999.00 | field not flooded (soil saturated by water) | -11.180161070 | 0.522229507 | -18.35829211 | 0.486005992 | |
| 333 | 2015-05-13 | 13 | 9.97 | 1.89 | 1.00 | 0.00 | 0.20 | 0.11 | 2.00 | 0.35 | 7.97 | 1.64 | 3.59 | 0.62 | 0.04 | 0.01 | 58.0 | 2.83 | 20 | 0 | 10 | 75.04 | 12.75 | dry soil | -9.686442485 | 0.813246656 | -17.75482720 | 0.634767106 |
| 320 | 2015-05-13 | 13 | 11.21 | 1.33 | 1.00 | 0.00 | 0.20 | 2.07 | 0.26 | 9.04 | 1.19 | 3.43 | 0.84 | 0.07 | 0.01 | 65.0 | 4.24 | 30 | 10 | 20 | 74.50 | 6.04 | dry soil | -8.154655293 | 1.072233639 | -18.04878507 | 0.599039321 | |
| 283 | 2015-05-13 | 0 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.0 | -9999.00 | -9999 | -9999 | -9999 | -9999.00 | field flooded with few dry patches | -12.270399150 | 0.603004801 | -19.51536616 | 0.633575801 | |
| 282 | 2015-05-13 | 0 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.0 | -9999.00 | -9999 | -9999 | -9999 | -9999.00 | field not flooded (soil saturated by water) | -9.611188063 | 0.340575683 | -18.03873183 | 0.451931095 | |
| 39 | 2015-05-24 | 18 | 70.85 | 9.10 | 1.00 | 0.00 | 2.30 | 0.30 | 6.69 | 1.11 | 52.85 | 5.97 | 8.46 | 0.97 | 2.19 | 0.01 | 48.0 | 5.66 | 1440 | 130 | 1310 | 90.90 | 20.92 | -19.333553620 | 1.070483655 | -21.27767031 | 0.496620445 | |
| 29 | 2015-05-24 | 18-19 | 76.25 | 6.00 | 1.00 | 0.00 | 2.18 | 0.40 | 6.50 | 0.67 | 54.58 | 6.07 | 8.17 | 0.58 | 2.59 | 0.13 | 54.0 | 5.66 | 1410 | 160 | 1250 | 88.81 | 18.88 | -16.829023730 | 1.093004931 | -20.94893063 | 0.553389409 | |
| 28 | 2015-05-24 | 18 | 52.25 | 9.43 | 1.00 | 0.00 | 1.57 | 0.29 | 5.33 | 0.65 | 43.17 | 6.85 | 6.25 | 1.42 | 1.59 | 0.01 | 51.0 | 4.24 | 690 | 70 | 620 | 90.18 | 28.16 | -14.859349440 | 0.956170081 | -20.59397105 | 0.576068287 | |
| 10 | 2015-05-24 | 16-17 | 51.00 | 8.11 | 1.00 | 0.00 | 1.62 | 0.25 | 5.08 | 0.67 | 40.58 | 5.42 | 6.58 | 0.90 | 1.74 | 0.23 | 38.0 | 5.66 | 630 | 60 | 570 | 90.20 | 17.05 | -6.061979467 | 0.846729671 | -14.22023751 | 0.880529528 | |
| 2 | 2015-05-24 | 18-19 | 71.17 | 7.60 | 1.00 | 0.00 | 2.39 | 0.32 | 6.42 | 1.00 | 58.08 | 4.68 | 7.83 | 0.72 | 2.96 | 0.20 | 34.0 | 5.66 | 1630 | 170 | 1460 | 89.74 | 17.95 | -7.298077015 | 0.981621342 | -15.56027581 | 0.980456911 | |
| 384 | 2015-05-24 | 0 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.0 | -9999.00 | -9999 | -9999 | -9999 | -9999.00 | -9999.00 | field completely flooded | -7.213538772 | 1.035776619 | -15.08788882 | 0.506268004 |
| 333 | 2015-05-24 | 23 | 12.06 | 4.13 | 2.35 | 0.86 | 0.31 | 0.31 | 3.12 | 0.33 | 8.41 | 2.67 | 4.76 | 1.35 | 0.41 | 0.21 | 65.0 | 7.07 | 100 | 30 | 60 | 67.64 | 21.71 | field not flooded (soil saturated by water) | -6.576891609 | 0.747048931 | -14.97712121 | 0.689016117 |
| 320 | 2015-05-24 | 22 | 12.56 | 2.87 | 1.83 | 0.79 | 0.40 | 3.06 | 0.24 | 9.83 | 1.20 | 4.61 | 1.29 | 0.53 | 0.06 | 54.0 | 2.83 | 120 | 30 | 80 | 70.58 | 25.22 | field not flooded (soil saturated by water) | -4.994714445 | 0.941361040 | -14.72161799 | 0.609383595 | |
| 283 | 2015-05-24 | 9 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.0 | -9999.00 | -9999 | -9999 | -9999 | -9999.00 | -9999.00 | field not flooded (soil saturated by water) | -7.383043745 | 0.621741643 | -16.45472735 | 0.647818028 |
| 282 | 2015-05-24 | 9 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.00 | -9999.0 | -9999.00 | -9999 | -9999 | -9999 | -9999.00 | -9999.00 | field not flooded (soil saturated by water) | -6.083835324 | 0.405378611 | -14.50066665 | 0.411573386 |
| 39 | 2015-06-04 | 30 | 150.20 | 14.84 | 1.00 | 0.00 | 3.12 | 0.22 | 7.67 | 0.62 | 80.80 | 8.15 | 10.33 | 0.49 | 4.48 | 0.61 | 52.5 | 0.71 | 3960 | 490 | 3470 | 87.56 | 13.03 | -5.446346061 | 1.389558802 | -14.66290919 | 1.543396405 | |
| 29 | 2015-06-04 | 31 | 149.73 | 12.23 | 1.00 | 0.00 | 3.12 | 0.27 | 7.80 | 0.77 | 78.00 | 7.24 | 10.13 | 0.74 | 4.43 | 0.13 | 56.0 | 8.49 | 4110 | 440 | 3670 | 89.30 | 10.19 | -8.647173282 | 0.768055323 | -17.63347882 | 0.581486012 | |
| 28 | 2015-06-04 | 31 | 125.33 | 15.63 | 1.00 | 0.00 | 2.61 | 0.38 | 6.73 | 0.70 | 72.67 | 8.35 | 9.27 | 0.88 | 4.45 | 0.12 | 63.5 | 0.71 | 2540 | 250 | 2300 | 90.35 | 15.01 | -7.085694615 | 0.811792445 | -17.32201642 | 0.631092993 | |
| 10 | 2015-06-04 | 30-31 | 158.33 | 10.84 | 1.00 | 0.00 | 2.65 | 0.23 | 7.13 | 0.64 | 70.27 | 6.85 | 9.20 | 0.86 | 4.57 | 0.11 | 54.0 | 2.83 | 2810 | 320 | 2490 | 88.52 | 9.46 | -6.826481377 | 1.294907280 | -14.88437926 | 0.974002334 | |
| 2 | 2015-06-04 | 32 | 125.73 | 14.24 | 1.00 | 0.00 | 2.97 | 0.48 | 7.60 | 0.63 | 78.53 | 8.08 | 10.47 | 0.64 | 4.71 | 0.04 | 44.0 | 1.41 | 3370 | 360 | 3010 | 89.17 | 10.62 | -7.286286247 | 1.028295069 | -15.26361012 | 0.665457156 | |
| 384 | 2015-06-04 | 12 | 5.00 | 0.00 | 1.00 | 0.00 | 0.10 | 0.00 | 1.50 | 0.71 | 4.00 | 0.00 | 3.00 | 0.00 | 0.03 | 0.02 | 75.0 | 1.41 | field not flooded (soil saturated by water) | -7.358657915 | 0.540693043 | -14.30346633 | 0.427008179 | |||||
| 333 | 2015-06-04 | 24 | 27.35 | 2.91 | 4.12 | 1.27 | 0.52 | 0.32 | 2.94 | 0.24 | 18.71 | 3.29 | 4.76 | 0.75 | 1.19 | 0.03 | 72.0 | 2.83 | 580 | 70 | 520 | 88.69 | 42.78 | field completely flooded | -7.580585059 | 0.489702609 | -14.77533730 | 0.621464053 |
| 320 | 2015-06-04 | 23 | 23.41 | 2.69 | 3.18 | 0.73 | 0.65 | 0.62 | 2.82 | 0.53 | 14.38 | 2.58 | 4.12 | 0.33 | 1.50 | 0.08 | 79.0 | 1.41 | 800 | 80 | 720 | 90.23 | 45.14 | field completely flooded | -7.436043108 | 0.551120738 | -14.75229408 | 0.557318837 |
| 283 | 2015-06-04 | 13 | 12.00 | 2.27 | 1.06 | 0.24 | 0.31 | 0.28 | 2.87 | 0.35 | 7.33 | 2.69 | 3.73 | 0.59 | 0.12 | 0.06 | 53.0 | 9.90 | 30 | 0 | 20 | 85.71 | field not flooded (soil saturated by water) | -6.616243077 | 0.518959628 | -14.18749014 | 1.230744128 | |
| 282 | 2015-06-04 | 13 | 10.69 | 2.09 | 1.00 | 0.00 | 0.14 | 0.16 | 3.00 | 0.00 | 6.25 | 2.54 | 3.53 | 0.52 | 0.16 | 0.05 | 60.0 | 8.49 | 40 | 10 | 30 | 84.06 | 45.75 | field not flooded (soil saturated by water) | -6.871493049 | 0.500798871 | -14.59409115 | 0.440983620 |
| 39 | 2015-06-15 | 35 | 227.33 | 16.68 | 1.00 | 0.00 | 2.99 | 0.45 | 8.67 | 0.90 | 87.67 | 4.58 | 10.53 | 0.92 | 5.24 | 0.49 | 60.0 | 0.00 | 5640 | 760 | 4880 | 86.50 | 23.12 | -5.099536867 | 0.529279492 | -13.29048560 | 0.622089731 | |
| 29 | 2015-06-15 | 35 | 221.33 | 14.07 | 1.00 | 0.00 | 2.70 | 0.36 | 8.80 | 0.86 | 82.00 | 6.21 | 9.33 | 1.35 | 5.44 | 0.02 | 63.0 | 1.41 | 5710 | 690 | 5020 | 87.98 | 12.61 | -5.903559392 | 0.699116935 | -14.77778057 | 0.678554471 | |
| 28 | 2015-06-15 | 36 | 225.53 | 19.07 | 1.00 | 0.00 | 3.06 | 0.31 | 9.07 | 1.10 | 90.13 | 3.42 | 9.33 | 0.90 | 4.89 | 0.52 | 69.0 | 7.07 | 6240 | 710 | 5530 | 88.70 | 22.90 | -5.984586204 | 0.586328972 | -15.51043926 | 0.574348856 | |
| 10 | 2015-06-15 | 35 | 235.67 | 10.15 | 1.00 | 0.00 | 3.01 | 0.27 | 9.33 | 0.90 | 84.33 | 2.58 | 8.80 | 0.68 | 5.35 | 0.08 | 56.0 | 2.83 | 6170 | 630 | 5550 | 89.87 | 23.64 | -13.475884690 | 0.811453259 | -19.83210473 | 0.496896660 | |
| 2 | 2015-06-15 | 36 | 259.67 | 6.94 | 1.00 | 0.00 | 2.99 | 0.26 | 9.13 | 0.64 | 82.67 | 3.72 | 10.33 | 0.49 | 6.42 | 0.21 | 52.0 | 14.14 | 6220 | 760 | 5460 | 87.80 | 29.42 | -13.645670030 | 1.028607341 | -20.02994863 | 0.621084353 | |
| 384 | 2015-06-15 | 14 | 13.60 | 2.06 | 1.00 | 0.00 | 0.24 | 0.16 | 3.00 | 0.00 | 9.20 | 1.61 | 4.40 | 0.51 | 0.59 | 0.31 | 71.0 | 7.07 | 120 | 40 | 100 | 78.25 | 40.98 | dry soil | -8.091533922 | 0.682191587 | -14.48158709 | 0.437350625 |
| 333 | 2015-06-15 | 25 | 40.07 | 7.36 | 5.53 | 2.39 | 0.98 | 0.86 | 3.00 | 0.00 | 24.87 | 5.15 | 7.13 | 0.74 | 2.51 | 0.30 | 74.0 | 0.00 | 1030 | 170 | 840 | 81.99 | field completely flooded | -8.355054403 | 0.658734836 | -15.12168964 | 0.549169201 | |
| 320 | 2015-06-15 | 23 | 37.53 | 4.32 | 3.53 | 0.92 | 0.85 | 0.46 | 3.00 | 0.00 | 25.07 | 4.10 | 7.60 | 0.74 | 2.60 | 0.37 | 72.0 | 2.83 | 1340 | 240 | 1110 | 82.95 | 58.67 | field flooded with few dry patches | -8.402310676 | 0.556220652 | -15.40915858 | 0.639687200 |
| 283 | 2015-06-15 | 21 | 20.80 | 3.36 | 1.33 | 0.49 | 0.49 | 0.40 | 3.00 | 0.00 | 13.40 | 3.07 | 4.87 | 1.06 | 0.21 | 0.03 | 62.0 | 8.49 | 180 | 10 | 160 | 90.30 | field completely flooded | -7.237310031 | 0.663097654 | -14.82827937 | 0.605184339 | |
| 282 | 2015-06-15 | 21 | 19.60 | 4.14 | 1.73 | 0.70 | 0.47 | 0.33 | 3.00 | 0.00 | 13.20 | 2.62 | 4.33 | 0.49 | 0.22 | 0.08 | 54.0 | 19.80 | 240 | 20 | 220 | 93.28 | field completely flooded | -7.488699702 | 0.363418508 | -14.51226828 | 0.458092473 |