|
143 | 143 | " data=data.mean(dims),\n", |
144 | 144 | " title=title,\n", |
145 | 145 | " fn=f\"map-mean-{title}\",\n", |
146 | | - " plot_size=(9.6, 3.6),\n", |
| 146 | + " plot_size=(7.2, 3.6),\n", |
147 | 147 | " cbar_label=\"mean normalized error\",\n", |
148 | 148 | " vmin=vmin,\n", |
149 | 149 | " vmax=vmax,\n", |
|
173 | 173 | " data=data.std(dims),\n", |
174 | 174 | " title=title,\n", |
175 | 175 | " fn=f\"map-std-{title}\",\n", |
176 | | - " plot_size=(9.6, 3.6),\n", |
| 176 | + " plot_size=(7.2, 3.6),\n", |
177 | 177 | " cbar_label=\"std. dev. normalized errors\",\n", |
178 | 178 | " vmin=vmin,\n", |
179 | 179 | " vmax=vmax,\n", |
|
203 | 203 | " data=(data.max(dim=dims) - data.min(dim=dims)),\n", |
204 | 204 | " title=title,\n", |
205 | 205 | " fn=f\"map-range-{title}\",\n", |
206 | | - " plot_size=(9.6, 3.6),\n", |
| 206 | + " plot_size=(7.2, 3.6),\n", |
207 | 207 | " cbar_label=\"range of normalized errors\",\n", |
208 | 208 | " vmin=vmin,\n", |
209 | 209 | " vmax=vmax,\n", |
|
216 | 216 | { |
217 | 217 | "cell_type": "markdown", |
218 | 218 | "id": "10", |
219 | | - "metadata": { |
220 | | - "jp-MarkdownHeadingCollapsed": true |
221 | | - }, |
| 219 | + "metadata": {}, |
222 | 220 | "source": [ |
223 | 221 | "# ESA SCOPE carbonate system (D. J. Ford)" |
224 | 222 | ] |
|
350 | 348 | { |
351 | 349 | "cell_type": "markdown", |
352 | 350 | "id": "17", |
353 | | - "metadata": { |
354 | | - "jp-MarkdownHeadingCollapsed": true |
355 | | - }, |
| 351 | + "metadata": {}, |
356 | 352 | "source": [ |
357 | 353 | "# ESA CCI Ocean Colour" |
358 | 354 | ] |
|
600 | 596 | { |
601 | 597 | "cell_type": "markdown", |
602 | 598 | "id": "24", |
603 | | - "metadata": { |
604 | | - "jp-MarkdownHeadingCollapsed": true |
605 | | - }, |
| 599 | + "metadata": {}, |
606 | 600 | "source": [ |
607 | 601 | "# GHRSST" |
608 | 602 | ] |
|
639 | 633 | "id": "27", |
640 | 634 | "metadata": {}, |
641 | 635 | "outputs": [], |
| 636 | + "source": [ |
| 637 | + "ds_mean = ds.isel(i=0)\n", |
| 638 | + "ds_std = (ds - ds_mean).std(dim=\"i\")\n", |
| 639 | + "ds_target = " |
| 640 | + ] |
| 641 | + }, |
| 642 | + { |
| 643 | + "cell_type": "code", |
| 644 | + "execution_count": null, |
| 645 | + "id": "28", |
| 646 | + "metadata": {}, |
| 647 | + "outputs": [], |
642 | 648 | "source": [ |
643 | 649 | "config = {\n", |
644 | 650 | " \"analysed_sst\": {\n", |
|
652 | 658 | { |
653 | 659 | "cell_type": "code", |
654 | 660 | "execution_count": null, |
655 | | - "id": "28", |
| 661 | + "id": "29", |
656 | 662 | "metadata": {}, |
657 | 663 | "outputs": [], |
658 | 664 | "source": [ |
|
665 | 671 | { |
666 | 672 | "cell_type": "code", |
667 | 673 | "execution_count": null, |
668 | | - "id": "29", |
| 674 | + "id": "30", |
669 | 675 | "metadata": {}, |
670 | 676 | "outputs": [], |
671 | 677 | "source": [ |
|
711 | 717 | { |
712 | 718 | "cell_type": "code", |
713 | 719 | "execution_count": null, |
714 | | - "id": "30", |
| 720 | + "id": "31", |
715 | 721 | "metadata": {}, |
716 | 722 | "outputs": [], |
717 | 723 | "source": [ |
|
720 | 726 | }, |
721 | 727 | { |
722 | 728 | "cell_type": "markdown", |
723 | | - "id": "31", |
| 729 | + "id": "32", |
724 | 730 | "metadata": { |
725 | 731 | "jp-MarkdownHeadingCollapsed": true |
726 | 732 | }, |
|
731 | 737 | { |
732 | 738 | "cell_type": "code", |
733 | 739 | "execution_count": null, |
734 | | - "id": "32", |
| 740 | + "id": "33", |
735 | 741 | "metadata": {}, |
736 | 742 | "outputs": [], |
737 | 743 | "source": [ |
|
748 | 754 | { |
749 | 755 | "cell_type": "code", |
750 | 756 | "execution_count": null, |
751 | | - "id": "33", |
| 757 | + "id": "34", |
752 | 758 | "metadata": {}, |
753 | 759 | "outputs": [], |
754 | 760 | "source": [ |
|
758 | 764 | { |
759 | 765 | "cell_type": "code", |
760 | 766 | "execution_count": null, |
761 | | - "id": "34", |
| 767 | + "id": "35", |
762 | 768 | "metadata": {}, |
763 | 769 | "outputs": [], |
764 | 770 | "source": [ |
|
773 | 779 | { |
774 | 780 | "cell_type": "code", |
775 | 781 | "execution_count": null, |
776 | | - "id": "35", |
| 782 | + "id": "36", |
777 | 783 | "metadata": {}, |
778 | 784 | "outputs": [], |
779 | 785 | "source": [ |
|
786 | 792 | { |
787 | 793 | "cell_type": "code", |
788 | 794 | "execution_count": null, |
789 | | - "id": "36", |
| 795 | + "id": "37", |
790 | 796 | "metadata": {}, |
791 | 797 | "outputs": [], |
792 | 798 | "source": [ |
|
832 | 838 | { |
833 | 839 | "cell_type": "code", |
834 | 840 | "execution_count": null, |
835 | | - "id": "37", |
| 841 | + "id": "38", |
836 | 842 | "metadata": {}, |
837 | 843 | "outputs": [], |
838 | 844 | "source": [ |
|
841 | 847 | }, |
842 | 848 | { |
843 | 849 | "cell_type": "markdown", |
844 | | - "id": "38", |
845 | | - "metadata": { |
846 | | - "jp-MarkdownHeadingCollapsed": true |
847 | | - }, |
| 850 | + "id": "39", |
| 851 | + "metadata": {}, |
848 | 852 | "source": [ |
849 | 853 | "# ESA SCOPE PP parameters" |
850 | 854 | ] |
851 | 855 | }, |
852 | 856 | { |
853 | 857 | "cell_type": "code", |
854 | 858 | "execution_count": null, |
855 | | - "id": "39", |
| 859 | + "id": "40", |
856 | 860 | "metadata": {}, |
857 | 861 | "outputs": [], |
858 | 862 | "source": [ |
859 | 863 | "ds = xr.open_mfdataset(\n", |
860 | 864 | " \"./PE_mro_mean_error_prv_4km_120p_spring_cor.*.nc\",\n", |
861 | 865 | " engine=\"h5netcdf\",\n", |
862 | | - " mask_and_scale=True,\n", |
863 | 866 | " chunks={\"latitude\": 2160, \"lon\": 2160},\n", |
864 | 867 | " combine=\"nested\",\n", |
865 | 868 | " concat_dim=\"i\",\n", |
|
869 | 872 | { |
870 | 873 | "cell_type": "code", |
871 | 874 | "execution_count": null, |
872 | | - "id": "40", |
| 875 | + "id": "41", |
873 | 876 | "metadata": {}, |
874 | 877 | "outputs": [], |
875 | 878 | "source": [ |
|
879 | 882 | { |
880 | 883 | "cell_type": "code", |
881 | 884 | "execution_count": null, |
882 | | - "id": "41", |
| 885 | + "id": "42", |
883 | 886 | "metadata": {}, |
884 | 887 | "outputs": [], |
885 | 888 | "source": [ |
886 | 889 | "config = {\n", |
887 | 890 | " \"alphaB\": {\n", |
888 | 891 | " \"uncertainty\": \"alphaB_unc\",\n", |
889 | 892 | " \"distribution\": \"lognormal\",\n", |
890 | | - " \"name\": \"alphaB\",\n", |
| 893 | + " \"name\": \"Initial slope of photosynthesis-irradiance curve\",\n", |
891 | 894 | " },\n", |
892 | 895 | " \"PmB\": {\n", |
893 | 896 | " \"uncertainty\": \"PmB_unc\",\n", |
894 | 897 | " \"distribution\": \"normal\",\n", |
895 | | - " \"name\": \"PmB\",\n", |
| 898 | + " \"name\": \"Assimilation number of photosynthesis-irradiance curve\",\n", |
896 | 899 | " }\n", |
897 | 900 | "}" |
898 | 901 | ] |
899 | 902 | }, |
900 | 903 | { |
901 | 904 | "cell_type": "code", |
902 | 905 | "execution_count": null, |
903 | | - "id": "42", |
| 906 | + "id": "43", |
904 | 907 | "metadata": {}, |
905 | 908 | "outputs": [], |
906 | 909 | "source": [ |
|
913 | 916 | { |
914 | 917 | "cell_type": "code", |
915 | 918 | "execution_count": null, |
916 | | - "id": "43", |
| 919 | + "id": "44", |
917 | 920 | "metadata": {}, |
918 | 921 | "outputs": [], |
919 | 922 | "source": [ |
|
959 | 962 | { |
960 | 963 | "cell_type": "code", |
961 | 964 | "execution_count": null, |
962 | | - "id": "44", |
| 965 | + "id": "45", |
963 | 966 | "metadata": {}, |
964 | 967 | "outputs": [], |
965 | 968 | "source": [ |
966 | 969 | "ds.close()" |
967 | 970 | ] |
| 971 | + }, |
| 972 | + { |
| 973 | + "cell_type": "code", |
| 974 | + "execution_count": null, |
| 975 | + "id": "46", |
| 976 | + "metadata": {}, |
| 977 | + "outputs": [], |
| 978 | + "source": [] |
968 | 979 | } |
969 | 980 | ], |
970 | 981 | "metadata": { |
|
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