update: rename data volumn

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/02_CSEM_Europe.ipynb

@@ -234,7 +234,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -627,7 +627,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -759,7 +759,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -986,7 +986,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/03_US-upper-mantle.ipynb

@@ -165,7 +165,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -575,7 +575,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -707,7 +707,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -934,7 +934,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/04_Alaska.ipynb

@@ -184,7 +184,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -582,7 +582,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -714,7 +714,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -985,7 +985,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# loc = np.hstack((lon_solid,lat_solid))\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"Alaska_loc.npz\"),\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/05_EUCrust.ipynb

@@ -173,7 +173,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -586,7 +586,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -718,7 +718,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -945,7 +945,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"EUCrust_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/06_CSEM_South_Atlantic.ipynb

@@ -221,7 +221,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -567,7 +567,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.1,0.2],\n",
@@ -699,7 +699,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -926,7 +926,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/07_CSEM_North_Atlantic.ipynb

@@ -227,7 +227,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -552,7 +552,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.1,0.2],\n",
@@ -684,7 +684,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -911,7 +911,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/08_CSEM_Japan.ipynb

@@ -220,7 +220,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -615,7 +615,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -747,7 +747,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -974,7 +974,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/09_CSEM_lberia.ipynb

@@ -223,7 +223,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -569,7 +569,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -701,7 +701,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -928,7 +928,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/10_CSEM_Australasia.ipynb

@@ -231,7 +231,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -578,7 +578,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -710,7 +710,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -980,7 +980,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/11_USTCLitho1.ipynb

@@ -97,7 +97,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -422,7 +422,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -554,7 +554,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -823,7 +823,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/12_LITHO1.ipynb

@@ -117,7 +117,7 @@
    "source": [
     "from scipy.interpolate import interp1d\n",
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *\n",
     "\n",
@@ -478,7 +478,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -610,7 +610,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -880,7 +880,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"LITHO1_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/13_Central_and_Western_US_Shen2013.ipynb

@@ -228,7 +228,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -544,7 +544,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -676,7 +676,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -944,7 +944,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness-aug → 1s-100s-Aug}/14_Continental_China_Shen2016.ipynb

@@ -245,7 +245,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -561,7 +561,7 @@
     "random_seeds = np.random.randint(0,1000000,perturb_num)\n",
     "for i in range(perturb_num):\n",
     "    # Generate perturbed profile\n",
-    "    vs_pert, controle_node_t, controle_node_vs = perturb_crust_moho_mantle(vs_orig, \n",
+    "    vs_pert, controle_node_t, controle_node_vs = augment_crust_moho_mantle(vs_orig, \n",
     "                                                                depth_interp, \n",
     "                                                                moho_idx, \n",
     "                                                                vs_perturb_range=[-0.2,0.2],\n",
@@ -693,7 +693,7 @@
     "for i in range(perturb_num):\n",
     "    # perturb the moho depth and velocity 1 time\n",
     "    random_seeds = np.random.randint(0,1000000,len(vs_interp_rm_sandwich))\n",
-    "    aug_vs_list_temp = p_map(perturb_crust_moho_mantle,\n",
+    "    aug_vs_list_temp = p_map(augment_crust_moho_mantle,\n",
     "                                vs_interp_rm_sandwich,\n",
     "                                list(depth_interp.reshape(1,-1))*len(vs_interp_rm_sandwich),\n",
     "                                moho_idxs,\n",
@@ -961,7 +961,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness-aug\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Aug\"\n",
     "# Save processed data as compressed npz files\n",
     "# np.savez_compressed(os.path.join(save_base_path, \"Continantle_China_Shen2016_loc.npz\"),\n",
     "#                     data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/1s-100s-Aug/vs_demo.txt

@@ -0,0 +1,301 @@
+0.0000 3.1342
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Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/01_CSEM_Eastmed.ipynb

@@ -246,7 +246,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -589,7 +589,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Eastmed_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/02_CSEM_Europe.ipynb

@@ -238,7 +238,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -573,7 +573,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Europe_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/03_US-upper-mantle.ipynb

@@ -170,7 +170,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -534,7 +534,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"US-upper-mantle_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/04_Alaska.ipynb

@@ -186,7 +186,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -617,7 +617,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"Alaska_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/05_EUCrust1.0.ipynb

@@ -176,7 +176,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -568,7 +568,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/06_CSEM_South_Atlantic.ipynb

@@ -226,7 +226,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -563,7 +563,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_South_Atlantic_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/07_CSEM_North_Atlantic.ipynb

@@ -231,7 +231,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -566,7 +566,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_North_Atlantic_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/08_CSEM_Japan.ipynb

@@ -225,7 +225,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -610,7 +610,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Japan_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/09_CSEM_lberia.ipynb

@@ -226,7 +226,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -562,7 +562,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_lberia_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/10_CSEM_Australasia.ipynb

@@ -236,7 +236,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -572,7 +572,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"CSEM_Australasia_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/11_USTCLitho1.ipynb

@@ -89,7 +89,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -495,7 +495,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"USTCLitho1_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/12_LITHO1.ipynb

@@ -139,7 +139,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -577,7 +577,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"LITHO1_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/13_Central_and_Western_US-Shen2013.ipynb

@@ -232,7 +232,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -570,7 +570,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"Central_and_Western_US_Shen2013_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-deep/{homo-thickness → 1s-100s-Base}/14_Continental-China-Shen2016.ipynb

@@ -249,7 +249,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/')\n",
+    "sys.path.append('/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/')\n",
     "from SWIDP.process_1d_deep import *\n",
     "from SWIDP.dispersion import *"
    ]
@@ -587,7 +587,7 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-deep/homo-thickness\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-deep/1s-100s-Base\"\n",
     "# Save processed data as compressed npz files\n",
     "np.savez_compressed(os.path.join(save_base_path, \"Continental_China_Shen2016_loc.npz\"),\n",
     "                    data=loc.astype(np.float32))\n",

Datasets-Construction/OpenSWI-real/CSRM/01_CSRM_Real.ipynb

@@ -560,7 +560,7 @@
    "outputs": [],
    "source": [
     "# # observed\n",
-    "data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/CSRM\"\n",
+    "data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/CSRM\"\n",
     "np.savez(os.path.join(data_base_path,\"obs_depth_vs_loc.npz\")       ,data=matching_coords)\n",
     "np.savez(os.path.join(data_base_path,\"obs_depth_vs.npz\")           ,data=match_vel[:,:,[0,1]])\n",
     "np.savez(os.path.join(data_base_path,\"obs_period_phase_group.npz\") ,data=match_disp)"
@@ -580,7 +580,7 @@
    "outputs": [],
    "source": [
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/JupyterNotebook/\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI\")\n",
     "from SWIDP.dispersion import *\n",
     "\n",
     "def gen_model(depth,vs,area=False):\n",
@@ -752,7 +752,7 @@
     "from p_tqdm import p_map\n",
     "from scipy import interpolate\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/JupyterNotebook\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/JupyterNotebook\")\n",
     "from SWIDP.dispersion import *\n",
     "from tqdm import tqdm"
    ]
@@ -774,7 +774,7 @@
     }
    ],
    "source": [
-    "data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/CSRM\"\n",
+    "data_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/CSRM\"\n",
     "\n",
     "location = np.load(os.path.join(data_base_path,\"obs_depth_vs_loc.npz\"))[\"data\"]\n",
     "obs_disp = np.load(os.path.join(data_base_path,\"obs_period_phase_group.npz\"))[\"data\"]\n",

Datasets-Construction/OpenSWI-real/LongBeanch/01_longBeach.ipynb

@@ -201,7 +201,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n",
     "np.savez_compressed(os.path.join(save_base_path,\"longbeach_disp.npz\"),data=disp_data_0order.astype(np.float32))\n"
    ]
   },
@@ -318,7 +318,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n",
     "np.savez_compressed(os.path.join(save_base_path,\"longbeach_model01.npz\"),data=vel_data_ref.astype(np.float32))"
    ]
   },
@@ -338,7 +338,7 @@
     "from p_tqdm import p_map\n",
     "from scipy import interpolate\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI\")\n",
     "from SWIDP.dispersion import *\n",
     "from tqdm import tqdm"
    ]
@@ -420,7 +420,7 @@
     "import matplotlib.pyplot as plt\n",
     "import os\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI\")\n",
     "from SWIDP.dispersion import *\n",
     "from tqdm import tqdm\n",
     "plt.rcParams['font.family'] = 'Times New Roman'"
@@ -443,7 +443,7 @@
     }
    ],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-real/LongBeach\"\n",
     "location = np.load(os.path.join(save_base_path,\"longbeach_loc.npz\"))[\"data\"]\n",
     "obs_disp = np.load(os.path.join(save_base_path,\"longbeach_disp.npz\"))[\"data\"]\n",
     "syn_disp = np.load(os.path.join(save_base_path,\"syn_disp.npz\"))[\"data\"]\n",

Datasets-Construction/OpenSWI-shallow/0.2-10s-Aug/vp_demo.txt

@@ -0,0 +1,70 @@
+0.0000 1.5870
+0.0400 1.5870
+0.0800 1.5870
+0.1200 1.5870
+0.1600 1.5870
+0.2000 1.5870
+0.2400 1.5870
+0.2800 1.5870
+0.3200 2.1660
+0.3600 2.1660
+0.4000 2.1660
+0.4400 2.1660
+0.4800 2.1660
+0.5200 2.1660
+0.5600 2.1660
+0.6000 2.1660
+0.6400 2.1660
+0.6800 2.7230
+0.7200 2.7230
+0.7600 2.7230
+0.8000 2.7230
+0.8400 2.7230
+0.8800 2.7230
+0.9200 2.7230
+0.9600 2.7230
+1.0000 2.7230
+1.0400 2.7230
+1.0800 2.7230
+1.1200 2.9820
+1.1600 2.9820
+1.2000 2.9820
+1.2400 2.9820
+1.2800 2.9820
+1.3200 2.9820
+1.3600 2.9820
+1.4000 2.9820
+1.4400 2.9820
+1.4800 3.0040
+1.5200 3.0040
+1.5600 3.0040
+1.6000 3.0040
+1.6400 3.0040
+1.6800 3.0040
+1.7200 3.0040
+1.7600 3.0040
+1.8000 3.0040
+1.8400 3.0180
+1.8800 3.0180
+1.9200 3.0180
+1.9600 3.0180
+2.0000 3.0180
+2.0400 3.0180
+2.0800 3.0180
+2.1200 3.0180
+2.1600 3.0180
+2.2000 3.0180
+2.2400 3.0180
+2.2800 3.7610
+2.3200 3.7610
+2.3600 3.7610
+2.4000 3.7610
+2.4400 3.7610
+2.4800 3.7610
+2.5200 3.7610
+2.5600 3.7610
+2.6000 3.7610
+2.6400 4.4770
+2.6800 4.4770
+2.7200 4.4770
+2.7600 4.4770

Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_1_OpenFWI-FlatVel-A.ipynb

@@ -35,7 +35,7 @@
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/\")\n",
     "from SWIDP.process_1d_shallow import *\n",
     "from SWIDP.dispersion import *\n",
     "from p_tqdm import p_map\n",
@@ -2031,7 +2031,7 @@
     }
    ],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
     "\n",
     "# Initialize empty lists to store data\n",
     "disp_data_all  = []\n",

Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_2_OpenFWI-FlatFault-A.ipynb

@@ -35,7 +35,7 @@
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/\")\n",
     "from SWIDP.process_1d_shallow import *\n",
     "from SWIDP.dispersion import *\n",
     "from p_tqdm import p_map\n",
@@ -3349,7 +3349,7 @@
     }
    ],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
     "\n",
     "# Initialize empty lists to store data\n",
     "disp_data_all  = []\n",

Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_3_OpenFWI-CurveVel-A.ipynb

@@ -35,7 +35,7 @@
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/\")\n",
     "from SWIDP.process_1d_shallow import *\n",
     "from SWIDP.dispersion import *\n",
     "from p_tqdm import p_map\n",
@@ -2005,7 +2005,7 @@
     }
    ],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
     "\n",
     "# Initialize empty lists to store data\n",
     "disp_data_all  = []\n",

Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_4_OpenFWI-CurveFault-A.ipynb

@@ -35,7 +35,7 @@
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/\")\n",
     "from SWIDP.process_1d_shallow import *\n",
     "from SWIDP.dispersion import *\n",
     "from p_tqdm import p_map\n",
@@ -3349,7 +3349,7 @@
     }
    ],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
     "\n",
     "# Initialize empty lists to store data\n",
     "disp_data_all  = []\n",

Datasets-Construction/OpenSWI-shallow/0.2-10s-Base/01_5_OpenFWI-Style-A.ipynb

@@ -35,7 +35,7 @@
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
     "import sys\n",
-    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/\")\n",
+    "sys.path.append(\"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/\")\n",
     "from SWIDP.process_1d_shallow import *\n",
     "from SWIDP.dispersion import *\n",
     "from p_tqdm import p_map\n",
@@ -4077,7 +4077,7 @@
     }
    ],
    "source": [
-    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/DispFormer-local/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
+    "save_base_path = \"/home/bingxing2/ailab/scxlab0055/project/04_Inversion/SurfWaveInv/OpenSWI/Datasets/OpenSWI/Datasets/OpenSWI-shallow/0.2-10s-Base/\"\n",
     "\n",
     "# Initialize empty lists to store data\n",
     "disp_data_all  = []\n",