diff --git a/rest/Pipfile b/rest/Pipfile
index 7b8e308c..96297d0f 100644
--- a/rest/Pipfile
+++ b/rest/Pipfile
@@ -22,9 +22,13 @@ openeo-pg-parser = {editable = true,git = "https://github.com/Ardweaden/openeo-p
 requests = "==2.27.1"
 flask-cors = "==3.0.10"
 honeycomb-beeline = "==3.2.0"
-pg-to-evalscript = "==0.2.6"
+pg-to-evalscript = "==0.2.8"
 sentinelhub = "==3.6.3"
 isodate = "==0.6.1"
 pyjwt = {extras = ["crypto"], version = "==2.3.0"}
-cryptography = "==3.4.8"
+cryptography = "==36.0.1"
 placebo = "==0.9.0"
+rioxarray = "*"
+zarr = "*"
+netcdf4 = "*"
+pip-tools = "==6.1.0"
diff --git a/rest/Pipfile.lock b/rest/Pipfile.lock
index 6548eb18..51191fd4 100644
--- a/rest/Pipfile.lock
+++ b/rest/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "65882995caee35fa1296bbf8ff8964b1243444a9c04a2f23644759463b970522"
+            "sha256": "74cc999abd077d3e6f626772ecec2f996c3fc6a0afd10dd32ac71b5e63de92d9"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,19 +18,33 @@
     "default": {
         "aenum": {
             "hashes": [
-                "sha256:12ae89967f2e25c0ce28c293955d643f891603488bc3d9946158ba2b35203638",
-                "sha256:525b4870a27d0b471c265bda692bc657f1e0dd7597ad4186d072c59f9db666f6",
-                "sha256:aed2c273547ae72a0d5ee869719c02a643da16bf507c80958faadc7e038e3f73"
+                "sha256:27b1710b9d084de6e2e695dab78fe9f269de924b51ae2850170ee7e1ca6288a5",
+                "sha256:8cbd76cd18c4f870ff39b24284d3ea028fbe8731a58df3aa581e434c575b9559",
+                "sha256:e0dfaeea4c2bd362144b87377e2c61d91958c5ed0b4daf89cb6f45ae23af6288"
             ],
-            "version": "==3.1.11"
+            "version": "==3.1.15"
+        },
+        "affine": {
+            "hashes": [
+                "sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92",
+                "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==2.4.0"
+        },
+        "asciitree": {
+            "hashes": [
+                "sha256:4aa4b9b649f85e3fcb343363d97564aa1fb62e249677f2e18a96765145cc0f6e"
+            ],
+            "version": "==0.3.3"
         },
         "attrs": {
             "hashes": [
-                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
-                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
+                "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04",
+                "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==22.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.1.0"
         },
         "boto3": {
             "hashes": [
@@ -38,6 +52,7 @@
                 "sha256:d857feb6af9932e1ee3a748060a2cd9fd6043dbbccf66976eda54586597efdc0"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.6'",
             "version": "==1.21.18"
         },
         "botocore": {
@@ -50,11 +65,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d",
-                "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"
+                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
+                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2022.6.15"
+            "version": "==2023.7.22"
         },
         "cffi": {
             "hashes": [
@@ -125,6 +140,33 @@
             ],
             "version": "==1.15.1"
         },
+        "cftime": {
+            "hashes": [
+                "sha256:055d5d60a756c6c1857cf84d77655bb707057bb6c4a4fbb104a550e76c40aad9",
+                "sha256:07fdef2f75a0f0952b0376fa4cd08ef8a1dad3b963976ac07517811d434936b7",
+                "sha256:0955e1f3e1c09a9e0296b50f135ff9719cb2466f81c8ad4a10ef06fa394de984",
+                "sha256:29c18601abea0fd160fbe423e05c7a56fe1d38dd250a6b010de499a132d3fe18",
+                "sha256:2abdac6ca5b8b6102f319122546739dfc42406b816c16f2a98a8f0cd406d3bf0",
+                "sha256:2ba7909a0cd4adcb16797d8d6ab2767e7ddb980b2bf9dbabfc71b3bdd94f072b",
+                "sha256:3042048324b4d6a1066c978ec78101effdd84320e8862bfdbf8122d7ad7588ec",
+                "sha256:455cec3627e6ca8694b0d9201da6581eb4381b58389f1fbcb51a14fa0e2b3d94",
+                "sha256:56d0242fc4990584b265622622b25bb262a178097711d2d95e53ef52a9d23e7e",
+                "sha256:8614c00fb8a5046de304fdd86dbd224f99408185d7b245ac6628d0276596e6d2",
+                "sha256:86fe550b94525c327578a90b2e13418ca5ba6c636d5efe3edec310e631757eea",
+                "sha256:892d5dc38f8b998c83a2a01f131e63896d020586de473e1878f9e85acc70ad44",
+                "sha256:8d49d69c64cee2c175478eed84c3a57fce083da4ceebce16440f72be561a8489",
+                "sha256:93f00f454329c1f2588ebca2650e8edf7607d6189dbdcc81b5f3be2080155cc4",
+                "sha256:acb294fdb80e33545ae54b4421df35c4e578708a5ffce1c00408b2294e70ecef",
+                "sha256:aedfb7a783d19d7a30cb41951310f3bfe98f9f21fffc723c8af08a11962b0b17",
+                "sha256:afb5b38b51b8bc02f1656a9f15c52b0b20a3999adbe1ab9ac57f926e0065b48a",
+                "sha256:b4d2a1920f0aad663f25700b30621ff64af373499e52b544da1148dd8c09409a",
+                "sha256:e83db2fdda900eb154a9f79dfb665ac6190781c61d2e18151996de5ee7ffd8a2",
+                "sha256:eb7f8cd0996640b83020133b5ef6b97fc9216c3129eaeeaca361abdff5d82166",
+                "sha256:ee70fa069802652cf534de1dd3fc590b7d22d4127447bf96ac9849abcdadadf1"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.6.2"
+        },
         "charset-normalizer": {
             "hashes": [
                 "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597",
@@ -135,44 +177,77 @@
         },
         "click": {
             "hashes": [
-                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
-                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
+                "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28",
+                "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==8.1.3"
+            "version": "==8.1.7"
+        },
+        "click-plugins": {
+            "hashes": [
+                "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b",
+                "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"
+            ],
+            "version": "==1.1.1"
+        },
+        "cligj": {
+            "hashes": [
+                "sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27",
+                "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '4'",
+            "version": "==0.7.2"
         },
         "cryptography": {
             "hashes": [
-                "sha256:0a7dcbcd3f1913f664aca35d47c1331fce738d44ec34b7be8b9d332151b0b01e",
-                "sha256:1eb7bb0df6f6f583dd8e054689def236255161ebbcf62b226454ab9ec663746b",
-                "sha256:21ca464b3a4b8d8e86ba0ee5045e103a1fcfac3b39319727bc0fc58c09c6aff7",
-                "sha256:34dae04a0dce5730d8eb7894eab617d8a70d0c97da76b905de9efb7128ad7085",
-                "sha256:3520667fda779eb788ea00080124875be18f2d8f0848ec00733c0ec3bb8219fc",
-                "sha256:3c4129fc3fdc0fa8e40861b5ac0c673315b3c902bbdc05fc176764815b43dd1d",
-                "sha256:3fa3a7ccf96e826affdf1a0a9432be74dc73423125c8f96a909e3835a5ef194a",
-                "sha256:5b0fbfae7ff7febdb74b574055c7466da334a5371f253732d7e2e7525d570498",
-                "sha256:695104a9223a7239d155d7627ad912953b540929ef97ae0c34c7b8bf30857e89",
-                "sha256:8695456444f277af73a4877db9fc979849cd3ee74c198d04fc0776ebc3db52b9",
-                "sha256:94cc5ed4ceaefcbe5bf38c8fba6a21fc1d365bb8fb826ea1688e3370b2e24a1c",
-                "sha256:94fff993ee9bc1b2440d3b7243d488c6a3d9724cc2b09cdb297f6a886d040ef7",
-                "sha256:9965c46c674ba8cc572bc09a03f4c649292ee73e1b683adb1ce81e82e9a6a0fb",
-                "sha256:a00cf305f07b26c351d8d4e1af84ad7501eca8a342dedf24a7acb0e7b7406e14",
-                "sha256:a305600e7a6b7b855cd798e00278161b681ad6e9b7eca94c721d5f588ab212af",
-                "sha256:cd65b60cfe004790c795cc35f272e41a3df4631e2fb6b35aa7ac6ef2859d554e",
-                "sha256:d2a6e5ef66503da51d2110edf6c403dc6b494cc0082f85db12f54e9c5d4c3ec5",
-                "sha256:d9ec0e67a14f9d1d48dd87a2531009a9b251c02ea42851c060b25c782516ff06",
-                "sha256:f44d141b8c4ea5eb4dbc9b3ad992d45580c1d22bf5e24363f2fbf50c2d7ae8a7"
+                "sha256:0a817b961b46894c5ca8a66b599c745b9a3d9f822725221f0e0fe49dc043a3a3",
+                "sha256:2d87cdcb378d3cfed944dac30596da1968f88fb96d7fc34fdae30a99054b2e31",
+                "sha256:30ee1eb3ebe1644d1c3f183d115a8c04e4e603ed6ce8e394ed39eea4a98469ac",
+                "sha256:391432971a66cfaf94b21c24ab465a4cc3e8bf4a939c1ca5c3e3a6e0abebdbcf",
+                "sha256:39bdf8e70eee6b1c7b289ec6e5d84d49a6bfa11f8b8646b5b3dfe41219153316",
+                "sha256:4caa4b893d8fad33cf1964d3e51842cd78ba87401ab1d2e44556826df849a8ca",
+                "sha256:53e5c1dc3d7a953de055d77bef2ff607ceef7a2aac0353b5d630ab67f7423638",
+                "sha256:596f3cd67e1b950bc372c33f1a28a0692080625592ea6392987dba7f09f17a94",
+                "sha256:5d59a9d55027a8b88fd9fd2826c4392bd487d74bf628bb9d39beecc62a644c12",
+                "sha256:6c0c021f35b421ebf5976abf2daacc47e235f8b6082d3396a2fe3ccd537ab173",
+                "sha256:73bc2d3f2444bcfeac67dd130ff2ea598ea5f20b40e36d19821b4df8c9c5037b",
+                "sha256:74d6c7e80609c0f4c2434b97b80c7f8fdfaa072ca4baab7e239a15d6d70ed73a",
+                "sha256:7be0eec337359c155df191d6ae00a5e8bbb63933883f4f5dffc439dac5348c3f",
+                "sha256:94ae132f0e40fe48f310bba63f477f14a43116f05ddb69d6fa31e93f05848ae2",
+                "sha256:bb5829d027ff82aa872d76158919045a7c1e91fbf241aec32cb07956e9ebd3c9",
+                "sha256:ca238ceb7ba0bdf6ce88c1b74a87bffcee5afbfa1e41e173b1ceb095b39add46",
+                "sha256:ca28641954f767f9822c24e927ad894d45d5a1e501767599647259cbf030b903",
+                "sha256:e0344c14c9cb89e76eb6a060e67980c9e35b3f36691e15e1b7a9e58a0a6c6dc3",
+                "sha256:ebc15b1c22e55c4d5566e3ca4db8689470a0ca2babef8e3a9ee057a8b82ce4b1",
+                "sha256:ec63da4e7e4a5f924b90af42eddf20b698a70e58d86a72d943857c4c6045b3ee"
             ],
             "index": "pypi",
-            "version": "==3.4.8"
+            "markers": "python_version >= '3.6'",
+            "version": "==36.0.1"
         },
         "dataclasses-json": {
             "hashes": [
-                "sha256:bc285b5f892094c3a53d558858a88553dd6a61a11ab1a8128a0e554385dcc5dd",
-                "sha256:c2c11bc8214fbf709ffc369d11446ff6945254a7f09128154a7620613d8fda90"
+                "sha256:5bcd5c1d946a69ef94d8cbb726d87af1256f7ba0898809c7695d299ab9b45122",
+                "sha256:77cbc80041007c27db90abad79eeed9ea00d4627324b1208266379a6ebdc81e4"
+            ],
+            "markers": "python_version >= '3.7' and python_version < '4.0'",
+            "version": "==0.6.0"
+        },
+        "entrypoints": {
+            "hashes": [
+                "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4",
+                "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.4"
+        },
+        "fasteners": {
+            "hashes": [
+                "sha256:758819cb5d94cdedf4e836988b74de396ceacb8e2794d21f82d131fd9ee77237",
+                "sha256:b4f37c3ac52d8a445af3a66bce57b33b5e90b97c696b7b984f530cf8f0ded09c"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.5.7"
+            "version": "==0.19"
         },
         "flask": {
             "hashes": [
@@ -180,6 +255,7 @@
                 "sha256:e1120c228ca2f553b470df4a5fa927ab66258467526069981b3eb0a91902687d"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.6'",
             "version": "==2.0.3"
         },
         "flask-cors": {
@@ -204,22 +280,24 @@
                 "sha256:bab71548e17ac442a220051761b48af467b469da0298fabb3f8f36d0ccc55da9"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.5' and python_version < '4'",
             "version": "==3.2.0"
         },
         "idna": {
             "hashes": [
-                "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff",
-                "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"
+                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
+                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
             ],
             "markers": "python_version >= '3'",
-            "version": "==3.3"
+            "version": "==3.4"
         },
         "iniconfig": {
             "hashes": [
-                "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3",
-                "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"
+                "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
+                "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
             ],
-            "version": "==1.1.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0"
         },
         "isodate": {
             "hashes": [
@@ -255,206 +333,329 @@
         },
         "libhoney": {
             "hashes": [
-                "sha256:85618508d197c90e4d7f06e575b22081617cc362376f5d75230fefefc02d4016",
-                "sha256:df330b8f59e4afe94136c3eaacac488c60430386c8b002b21d049129729cde51"
+                "sha256:04b7358513ff3eb11c07c6d4dd726de45b93a918ffe42748710c0e53a616c04a",
+                "sha256:c1ffa35a22061bb6e5c1f9711da39055cf905a9588899626303b73b9cd398772"
             ],
-            "markers": "python_version >= '3.5' and python_version < '4'",
-            "version": "==2.1.1"
+            "markers": "python_version >= '3.7' and python_version < '4'",
+            "version": "==2.3.0"
         },
         "markupsafe": {
             "hashes": [
-                "sha256:0212a68688482dc52b2d45013df70d169f542b7394fc744c02a57374a4207003",
-                "sha256:089cf3dbf0cd6c100f02945abeb18484bd1ee57a079aefd52cffd17fba910b88",
-                "sha256:10c1bfff05d95783da83491be968e8fe789263689c02724e0c691933c52994f5",
-                "sha256:33b74d289bd2f5e527beadcaa3f401e0df0a89927c1559c8566c066fa4248ab7",
-                "sha256:3799351e2336dc91ea70b034983ee71cf2f9533cdff7c14c90ea126bfd95d65a",
-                "sha256:3ce11ee3f23f79dbd06fb3d63e2f6af7b12db1d46932fe7bd8afa259a5996603",
-                "sha256:421be9fbf0ffe9ffd7a378aafebbf6f4602d564d34be190fc19a193232fd12b1",
-                "sha256:43093fb83d8343aac0b1baa75516da6092f58f41200907ef92448ecab8825135",
-                "sha256:46d00d6cfecdde84d40e572d63735ef81423ad31184100411e6e3388d405e247",
-                "sha256:4a33dea2b688b3190ee12bd7cfa29d39c9ed176bda40bfa11099a3ce5d3a7ac6",
-                "sha256:4b9fe39a2ccc108a4accc2676e77da025ce383c108593d65cc909add5c3bd601",
-                "sha256:56442863ed2b06d19c37f94d999035e15ee982988920e12a5b4ba29b62ad1f77",
-                "sha256:671cd1187ed5e62818414afe79ed29da836dde67166a9fac6d435873c44fdd02",
-                "sha256:694deca8d702d5db21ec83983ce0bb4b26a578e71fbdbd4fdcd387daa90e4d5e",
-                "sha256:6a074d34ee7a5ce3effbc526b7083ec9731bb3cbf921bbe1d3005d4d2bdb3a63",
-                "sha256:6d0072fea50feec76a4c418096652f2c3238eaa014b2f94aeb1d56a66b41403f",
-                "sha256:6fbf47b5d3728c6aea2abb0589b5d30459e369baa772e0f37a0320185e87c980",
-                "sha256:7f91197cc9e48f989d12e4e6fbc46495c446636dfc81b9ccf50bb0ec74b91d4b",
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+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==10.0.1"
+        },
+        "pip": {
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             "markers": "python_version >= '3.7'",
-            "version": "==9.2.0"
+            "version": "==23.2.1"
+        },
+        "pip-tools": {
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@@ -465,11 +666,11 @@
         },
         "pluggy": {
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-            "version": "==1.0.0"
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@@ -494,47 +695,49 @@
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             "version": "==2.3.0"
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             "markers": "python_full_version >= '3.6.8'",
-            "version": "==3.0.9"
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+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==3.6.1"
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         "pytest": {
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@@ -542,6 +745,7 @@
                 "sha256:e30905a0c131d3d94b89624a1cc5afec3e0ba2fbdb151867d8e0ebd49850f171"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.6'",
             "version": "==7.0.1"
         },
         "python-dateutil": {
@@ -552,12 +756,43 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.8.2"
         },
+        "pytz": {
+            "hashes": [
+                "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b",
+                "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"
+            ],
+            "version": "==2023.3.post1"
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+        "rasterio": {
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+                "sha256:b3b8410be847e8fd96cbe744e28e484437b370830052b5dcc7b11efc8c73fffc",
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+                "sha256:ce5c3193b141d23fe081e6b97665f072af48556622da6ae4d45d3a2192e38c3f",
+                "sha256:d177157a9a033a0642b3102d9f9e169bada56f1e25c982d2549359a3f397dcff",
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+                "sha256:d5ccc8e6d30534d510ce5099d4a35616611cadcae79aa1216150c2696e03ddde",
+                "sha256:eefa29a8d5dfd6537fee6e7f28be7b78ceedb85026851c58759563ef7541dc0c",
+                "sha256:f57d73b5713d8096ec2fc9bb929bf3ce995f3f34d95e32f30192d180921d341a",
+                "sha256:fea5db183fd1c85e7f41651af5b474af09a68a5e12ce37cad8cc7708843f1ea4",
+                "sha256:ffdd18e78efdf8ad5861065fd812a66dd34264293317ff6540a078ea891cdef8"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.8"
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             "index": "pypi",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
             "version": "==2.27.1"
         },
         "requests-oauthlib": {
@@ -568,6 +803,15 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.3.1"
         },
+        "rioxarray": {
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+            "markers": "python_version >= '3.9'",
+            "version": "==0.15.0"
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@@ -581,44 +825,60 @@
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             ],
             "index": "pypi",
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             "version": "==3.6.3"
         },
+        "setuptools": {
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+            "markers": "python_version >= '3.8'",
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@@ -628,6 +888,13 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
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+        "snuggs": {
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@@ -637,11 +904,11 @@
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-            "version": "==2022.8.12"
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@@ -653,34 +920,42 @@
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@@ -690,91 +965,119 @@
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@@ -811,6 +1114,7 @@
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@@ -819,6 +1123,7 @@
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@@ -831,11 +1136,11 @@
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@@ -923,36 +1228,38 @@
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@@ -962,10 +1269,10 @@
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@@ -976,19 +1283,19 @@
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@@ -1007,92 +1314,111 @@
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@@ -1103,25 +1429,27 @@
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@@ -1132,11 +1460,11 @@
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@@ -1151,6 +1479,7 @@
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@@ -1214,6 +1560,7 @@
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@@ -1234,11 +1582,11 @@
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@@ -1273,121 +1621,132 @@
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+                "sha256:077ff0d1f9d9e4ce6476c1a924a3332452c1406e59d90a2cf24aeb29eeac9420",
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+                "sha256:38adf7198f8f154502883242f9fe7333ab05a5b02de7d83aa2d88ea621f13364",
+                "sha256:3a8564f283394634a7a7054b7983e47dbf39c07712d7b177b37e03f2467a024e",
+                "sha256:3abbe948c3cbde2689370a262a8d04e32ec2dd4f27103669a45c6929bcdbfe7c",
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+                "sha256:493d389a2b63c88ad56cdc35d0fa5752daac56ca755805b1b0c530f785767d5e",
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+                "sha256:58d7a75d731e8c63614222bcb21dd992b4ab01a399f1f09dd82af17bbfc2368a",
+                "sha256:5c5aa28df055697d7c37d2099a7bc09f559d5053c3349b1ad0c39000e611d317",
+                "sha256:5fc8e02f5984a55d2c653f5fea93531e9836abbd84342c1d1e17abc4a15084c2",
+                "sha256:63424c681923b9f3bfbc5e3205aafe790904053d42ddcc08542181a30a7a51bd",
+                "sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640",
+                "sha256:74934ebd71950e3db69960a7da29204f89624dde411afbfb3b4858c1409b1e98",
+                "sha256:75669d77bb2c071333417617a235324a1618dba66f82a750362eccbe5b61d248",
+                "sha256:75760a47c06b5974aa5e01949bf7e66d2af4d08cb8c1d6516af5e39595397f5e",
+                "sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d",
+                "sha256:76e9c727a874b4856d11a32fb0b389afc61ce8aaf281ada613713ddeadd1cfec",
+                "sha256:77d4c1b881076c3ba173484dfa53d3582c1c8ff1f914c6461ab70c8428b796c1",
+                "sha256:780c82a41dc493b62fc5884fb1d3a3b81106642c5c5c78d6a0d4cbe96d62ba7e",
+                "sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9",
+                "sha256:7eebcdbe3677e58dd4c0e03b4f2cfa346ed4049687d839adad68cc38bb559c92",
+                "sha256:896689fddba4f23ef7c718279e42f8834041a21342d95e56922e1c10c0cc7afb",
+                "sha256:96177eb5645b1c6985f5c11d03fc2dbda9ad24ec0f3a46dcce91445747e15094",
+                "sha256:96e25c8603a155559231c19c0349245eeb4ac0096fe3c1d0be5c47e075bd4f46",
+                "sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29",
+                "sha256:9ed6aa0726b9b60911f4aed8ec5b8dd7bf3491476015819f56473ffaef8959bd",
+                "sha256:a487f72a25904e2b4bbc0817ce7a8de94363bd7e79890510174da9d901c38705",
+                "sha256:a4cbb9ff5795cd66f0066bdf5947f170f5d63a9274f99bdbca02fd973adcf2a8",
+                "sha256:a74d56552ddbde46c246b5b89199cb3fd182f9c346c784e1a93e4dc3f5ec9975",
+                "sha256:a89ce3fd220ff144bd9d54da333ec0de0399b52c9ac3d2ce34b569cf1a5748fb",
+                "sha256:abd52a09d03adf9c763d706df707c343293d5d106aea53483e0ec8d9e310ad5e",
+                "sha256:abd8f36c99512755b8456047b7be10372fca271bf1467a1caa88db991e7c421b",
+                "sha256:af5bd9ccb188f6a5fdda9f1f09d9f4c86cc8a539bd48a0bfdc97723970348418",
+                "sha256:b02f21c1e2074943312d03d243ac4388319f2456576b2c6023041c4d57cd7019",
+                "sha256:b06fa97478a5f478fb05e1980980a7cdf2712015493b44d0c87606c1513ed5b1",
+                "sha256:b0724f05c396b0a4c36a3226c31648385deb6a65d8992644c12a4963c70326ba",
+                "sha256:b130fe77361d6771ecf5a219d8e0817d61b236b7d8b37cc045172e574ed219e6",
+                "sha256:b56d5519e470d3f2fe4aa7585f0632b060d532d0696c5bdfb5e8319e1d0f69a2",
+                "sha256:b67b819628e3b748fd3c2192c15fb951f549d0f47c0449af0764d7647302fda3",
+                "sha256:ba1711cda2d30634a7e452fc79eabcadaffedf241ff206db2ee93dd2c89a60e7",
+                "sha256:bbeccb1aa40ab88cd29e6c7d8585582c99548f55f9b2581dfc5ba68c59a85752",
+                "sha256:bd84395aab8e4d36263cd1b9308cd504f6cf713b7d6d3ce25ea55670baec5416",
+                "sha256:c99f4309f5145b93eca6e35ac1a988f0dc0a7ccf9ccdcd78d3c0adf57224e62f",
+                "sha256:ca1cccf838cd28d5a0883b342474c630ac48cac5df0ee6eacc9c7290f76b11c1",
+                "sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc",
+                "sha256:cdb4f085756c96a3af04e6eca7f08b1345e94b53af8921b25c72f096e704e145",
+                "sha256:ce42618f67741d4697684e501ef02f29e758a123aa2d669e2d964ff734ee00ee",
+                "sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a",
+                "sha256:d5fe3e099cf07d0fb5a1e23d399e5d4d1ca3e6dfcbe5c8570ccff3e9208274f7",
+                "sha256:d6bcbfc99f55655c3d93feb7ef3800bd5bbe963a755687cbf1f490a71fb7794b",
+                "sha256:d787272ed958a05b2c86311d3a4135d3c2aeea4fc655705f074130aa57d71653",
+                "sha256:e169e957c33576f47e21864cf3fc9ff47c223a4ebca8960079b8bd36cb014fd0",
+                "sha256:e20076a211cd6f9b44a6be58f7eeafa7ab5720eb796975d0c03f05b47d89eb90",
+                "sha256:e826aadda3cae59295b95343db8f3d965fb31059da7de01ee8d1c40a60398b29",
+                "sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6",
+                "sha256:f2e69b3ed24544b0d3dbe2c5c0ba5153ce50dcebb576fdc4696d52aa22db6034",
+                "sha256:f87ec75864c37c4c6cb908d282e1969e79763e0d9becdfe9fe5473b7bb1e5f09",
+                "sha256:fbec11614dba0424ca72f4e8ba3c420dba07b4a7c206c8c8e4e73f2e98f4c559",
+                "sha256:fd69666217b62fa5d7c6aa88e507493a34dec4fa20c5bd925e4bc12fce586639"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==1.14.1"
+            "version": "==1.15.0"
         },
         "wsgi-request-logger": {
             "hashes": [
diff --git a/rest/app.py b/rest/app.py
index 187adec4..a15c04c8 100644
--- a/rest/app.py
+++ b/rest/app.py
@@ -40,6 +40,7 @@
     get_batch_job_status,
     create_or_get_estimate_values_from_db,
 )
+from post_processing.post_processing import parse_sh_gtiff_to_format
 from processing.utils import inject_variables_in_process_graph, overwrite_spatial_extent_without_parameters
 from processing.openeo_process_errors import OpenEOProcessError
 from authentication.authentication import authentication_provider
@@ -593,6 +594,13 @@ def add_job_to_queue(job_id):
         metadata_filename = "metadata.json"
         bucket.put_file_to_bucket("", prefix=job["batch_request_id"], file_name=metadata_filename)
 
+        # START OF POST_PROCESSING
+        # post-process gtiffs to appropriate formats
+
+        parse_sh_gtiff_to_format(job, bucket)
+
+        # END OF POST_PROCESSING
+
         results = bucket.get_data_from_bucket(prefix=job["batch_request_id"])
         log(INFO, f"Fetched all results: {str(results)}")
 
diff --git a/rest/authentication/authentication.py b/rest/authentication/authentication.py
index c9f75c97..22764cdf 100644
--- a/rest/authentication/authentication.py
+++ b/rest/authentication/authentication.py
@@ -21,6 +21,8 @@
 from authentication.user import OIDCUser, SHUser
 from authentication.utils import decode_sh_access_token
 
+from openeoerrors import TokenInvalid
+
 
 class AuthScheme(Enum):
     BASIC = "basic"
diff --git a/rest/buckets/results_bucket.py b/rest/buckets/results_bucket.py
index 63e5f501..a0e423a5 100644
--- a/rest/buckets/results_bucket.py
+++ b/rest/buckets/results_bucket.py
@@ -17,6 +17,11 @@ def put_file_to_bucket(self, content_as_string, prefix=None, file_name="file"):
 
         self.client.put_object(Bucket=self.bucket_name, Key=file_path, Body=content_as_string)
 
+    def upload_file_to_bucket(self, local_file_path, prefix=None, file_name="file"):
+        s3_file_path = prefix + "/" + file_name if prefix else file_name
+
+        self.client.upload_file(local_file_path, self.bucket_name, s3_file_path)
+
     def get_data_from_bucket(self, prefix=None):
         continuation_token = None
         results = []
diff --git a/rest/output_formats/NetCDF.json b/rest/output_formats/NetCDF.json
new file mode 100644
index 00000000..1facb24b
--- /dev/null
+++ b/rest/output_formats/NetCDF.json
@@ -0,0 +1,17 @@
+{
+  "gis_data_types": [
+    "raster"
+  ],
+  "parameters": {
+    "datatype": {
+      "type": "string",
+      "description": "The values data type.",
+      "enum": [
+        "byte",
+        "uint16",
+        "float32"
+      ],
+      "default": "float32"
+    }
+  }
+}
\ No newline at end of file
diff --git a/rest/output_formats/ZARR.json b/rest/output_formats/ZARR.json
new file mode 100644
index 00000000..1facb24b
--- /dev/null
+++ b/rest/output_formats/ZARR.json
@@ -0,0 +1,17 @@
+{
+  "gis_data_types": [
+    "raster"
+  ],
+  "parameters": {
+    "datatype": {
+      "type": "string",
+      "description": "The values data type.",
+      "enum": [
+        "byte",
+        "uint16",
+        "float32"
+      ],
+      "default": "float32"
+    }
+  }
+}
\ No newline at end of file
diff --git a/rest/post_processing/__init__.py b/rest/post_processing/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/rest/post_processing/const.py b/rest/post_processing/const.py
new file mode 100644
index 00000000..d841120a
--- /dev/null
+++ b/rest/post_processing/const.py
@@ -0,0 +1,10 @@
+from sentinelhub import MimeType
+from processing.const import CustomMimeType
+
+TMP_FOLDER = "/tmp/"
+
+parsed_output_file_name = {
+    MimeType.TIFF: {"name": "output", "ext": ".tif"},
+    CustomMimeType.ZARR: {"name": "output", "ext": ".zarr"},
+    CustomMimeType.NETCDF: {"name": "output", "ext": ".nc"},
+}
diff --git a/rest/post_processing/gtiff_parser.py b/rest/post_processing/gtiff_parser.py
new file mode 100644
index 00000000..3bdc6c1a
--- /dev/null
+++ b/rest/post_processing/gtiff_parser.py
@@ -0,0 +1,110 @@
+import os
+import shutil
+import rioxarray
+from dateutil import parser
+import pandas as pd
+import xarray as xr
+import requests
+from sentinelhub import MimeType
+
+from processing.const import CustomMimeType
+from openeoerrors import Internal
+
+# assume it's only 1 time and 1 bands dimension
+def check_dimensions(time_dimensions, bands_dimensions):
+    if len(time_dimensions) == 0:
+        raise Internal("No time dimensions exist. Only 1 time dimension is supported.")
+
+    if len(time_dimensions) > 1:
+        raise Internal("More than 1 time dimension exist. Only 1 time dimension is supported.")
+
+    if len(bands_dimensions) == 0:
+        raise Internal("No bands dimensions exist. Only 1 bands dimension is supported.")
+
+    if len(bands_dimensions) > 1:
+        raise Internal("More than 1 bands dimension exist. Only 1 bands dimension is supported.")
+
+
+def get_timestamps_arrays(datacube_time_as_bands, time_dimensions, bands_dimensions, output_format):
+    num_of_img_bands = len(datacube_time_as_bands["band"])
+    num_of_bands_dimension = len(bands_dimensions[0]["labels"])
+
+    list_of_timestamps = []
+    list_of_timestamp_arrays = []
+
+    for i in range(0, num_of_img_bands, num_of_bands_dimension):
+        date = time_dimensions[0]["labels"][int(i / num_of_bands_dimension)]
+        timestamp_array = datacube_time_as_bands[i : i + num_of_bands_dimension]
+
+        if output_format in [CustomMimeType.NETCDF, CustomMimeType.ZARR]:
+            pandas_time = pd.to_datetime(parser.parse(date))
+            timestamp_array = timestamp_array.assign_coords(band=bands_dimensions[0]["labels"])
+            timestamp_array = timestamp_array.assign_coords(t=pandas_time)
+            timestamp_array = timestamp_array.expand_dims(dim="t")
+
+        list_of_timestamps.append(date)
+        list_of_timestamp_arrays.append(timestamp_array)
+
+    return list_of_timestamps, list_of_timestamp_arrays
+
+
+def save_as_gtiff(list_of_timestamps, list_of_timestamp_arrays, output_dir, output_name):
+    output_file_paths = []
+    for array, date in zip(list_of_timestamp_arrays, list_of_timestamps):
+        file_name = f"{output_name['name']}_{date}{output_name['ext']}"
+        file_path = os.path.join(output_dir, file_name)
+        output_file_paths.append(file_path)
+
+        array.rio.to_raster(
+            file_path,
+            tiled=True,  # GDAL: By default striped TIFF files are created. This option can be used to force creation of tiled TIFF files.
+            windowed=True,  # rioxarray: read & write one window at a time
+        )
+    return output_file_paths
+
+
+def save_as_netcdf(list_of_timestamp_arrays, output_dir, output_name):
+    datacube_with_time_dimension = xr.combine_by_coords(list_of_timestamp_arrays)
+    output_file_path = os.path.join(output_dir, f"{output_name['name']}{output_name['ext']}")
+    datacube_with_time_dimension.to_netcdf(output_file_path)
+    return [output_file_path]
+
+
+def save_as_zarr(list_of_timestamp_arrays, output_dir, output_name):
+    datacube_with_time_dimension = xr.combine_by_coords(list_of_timestamp_arrays)
+    output_file_path = os.path.join(output_dir, f"{output_name['name']}{output_name['ext']}")
+    datacube_with_time_dimension.to_zarr(output_file_path)
+    # zip the zarr folder to avoid listing a bunch of files
+    shutil.make_archive(output_file_path, "zip", output_file_path)
+    output_file_path = f"{output_file_path}.zip"
+    return [output_file_path]
+
+
+def parse_multitemporal_gtiff_to_format(input_tiff, input_metadata, output_dir, output_name, output_format):
+    datacube_time_as_bands = rioxarray.open_rasterio(input_tiff)
+    datacube_metadata = requests.get(input_metadata).json()
+
+    time_dimensions = [dim for dim in datacube_metadata["outputDimensions"] if dim["type"] == "temporal"]
+    bands_dimensions = [dim for dim in datacube_metadata["outputDimensions"] if dim["type"] == "bands"]
+
+    # mock a bands dimension (with 1 band) if it's not present in the data
+    # e.g. save_result process right after ndvi process which doesn't have a target band set
+    if len(bands_dimensions) == 0:
+        bands_dimensions = [{"name": "bands", "type": "bands", "labels": ["results"]}]
+
+    check_dimensions(time_dimensions, bands_dimensions)
+
+    list_of_timestamps, list_of_timestamp_arrays = get_timestamps_arrays(
+        datacube_time_as_bands, time_dimensions, bands_dimensions, output_format
+    )
+
+    if output_format == MimeType.TIFF:
+        return save_as_gtiff(list_of_timestamps, list_of_timestamp_arrays, output_dir, output_name)
+
+    if output_format == CustomMimeType.NETCDF:
+        return save_as_netcdf(list_of_timestamp_arrays, output_dir, output_name)
+
+    if output_format == CustomMimeType.ZARR:
+        return save_as_zarr(list_of_timestamp_arrays, output_dir, output_name)
+
+    raise Internal(f"Parsing to format {output_format} is not supported")
diff --git a/rest/post_processing/post_processing.py b/rest/post_processing/post_processing.py
new file mode 100644
index 00000000..411d126d
--- /dev/null
+++ b/rest/post_processing/post_processing.py
@@ -0,0 +1,73 @@
+import os
+import json
+import shutil
+
+from processing.const import ShBatchResponseOutput, ProcessingRequestTypes
+from processing.processing import new_process
+from post_processing.gtiff_parser import parse_multitemporal_gtiff_to_format
+from post_processing.const import TMP_FOLDER, parsed_output_file_name
+
+
+def check_if_already_parsed(results, output_format):
+    for result in results:
+        if (
+            parsed_output_file_name[output_format]["name"] in result["Key"]
+            and parsed_output_file_name[output_format]["ext"] in result["Key"]
+        ):
+            return True
+
+    return False
+
+
+def generate_subfolder_groups(batch_request_id, bucket, results):
+    subfolder_groups = {}
+    for result in results:
+        for output in [ShBatchResponseOutput.DATA, ShBatchResponseOutput.METADATA]:
+            if output.value in result["Key"]:
+                url = bucket.generate_presigned_url(object_key=result["Key"])
+                subfolder_name = (
+                    result["Key"].replace(f"{batch_request_id}", "").replace("/", "").split(output.value)[0]
+                )
+                if subfolder_name not in subfolder_groups:
+                    subfolder_groups[subfolder_name] = {}
+                subfolder_groups[subfolder_name][output.value] = url
+
+    return subfolder_groups
+
+
+def upload_output_to_bucket(local_file_paths, bucket):
+    for path in local_file_paths:
+        s3_path = path[len(f"{TMP_FOLDER}") :]
+        bucket.upload_file_to_bucket(path, None, s3_path)
+
+
+def parse_sh_gtiff_to_format(job, bucket):
+    batch_request_id = job["batch_request_id"]
+    results = bucket.get_data_from_bucket(prefix=batch_request_id)
+
+    process = new_process(json.loads(job["process"]), request_type=ProcessingRequestTypes.BATCH)
+    output_format = process.get_mimetype()
+
+    if check_if_already_parsed(results, output_format):
+        return
+
+    subfolder_groups = generate_subfolder_groups(batch_request_id, bucket, results)
+
+    for subfolder_id, subfolder_group in subfolder_groups.items():
+        input_tiff = subfolder_group[ShBatchResponseOutput.DATA.value]
+        input_metadata = subfolder_group[ShBatchResponseOutput.METADATA.value]
+
+        # preventively remove directory and create it again
+        batch_request_dir = f"{TMP_FOLDER}{batch_request_id}"
+        batch_subfolder = f"{batch_request_dir}/{subfolder_id}/"
+        if os.path.exists(batch_request_dir):
+            shutil.rmtree(batch_request_dir)
+        os.makedirs(batch_subfolder)
+
+        output_file_paths = parse_multitemporal_gtiff_to_format(
+            input_tiff, input_metadata, batch_subfolder, parsed_output_file_name[output_format], output_format
+        )
+        upload_output_to_bucket(output_file_paths, bucket)
+
+        # remove folder after the folder/file has been uploaded
+        shutil.rmtree(batch_request_dir)
diff --git a/rest/processing/const.py b/rest/processing/const.py
index 591da129..5d60906b 100644
--- a/rest/processing/const.py
+++ b/rest/processing/const.py
@@ -1,6 +1,27 @@
 from enum import Enum
+import mimetypes
+from sentinelhub import MimeType
 
-from sentinelhub import MimeType, SentinelHubBatch
+
+class ShBatchResponseOutput(Enum):
+    DATA = "default"
+    METADATA = "userdata"
+
+
+# Driver needs a way to save the originally requested format in the Process class so that
+# the post-processing can parse geotiff from Sentinel Hub to the correct format.
+# inspired by sentinelhub.py MimeType class
+# https://github.com/sentinel-hub/sentinelhub-py/blob/master/sentinelhub/constants.py#L261
+class CustomMimeType(Enum):
+    ZARR = "zarr"
+    NETCDF = "netcdf"
+
+    # This method is needed because mimetype.get_string() is called in construct_output() in rest/processing/sentinel_hub.py
+    def get_string(self) -> str:
+        # Need to get geotiff from Sentinel Hub (parsing to the correct format is done in post-processing)
+        if self is CustomMimeType.ZARR or self is CustomMimeType.NETCDF:
+            return MimeType.TIFF.get_string()
+        return mimetypes.types_map["." + self.value]
 
 
 class SampleType(Enum):
@@ -24,12 +45,16 @@ def from_gdal_datatype(gdal_datatype):
     MimeType.PNG: SampleType.UINT8,
     MimeType.JPG: SampleType.UINT8,
     MimeType.TIFF: SampleType.FLOAT32,
+    CustomMimeType.ZARR: SampleType.FLOAT32,
+    CustomMimeType.NETCDF: SampleType.FLOAT32,
 }
 
 supported_sample_types = {
     MimeType.PNG: [SampleType.UINT8, SampleType.UINT16],
     MimeType.JPG: [SampleType.UINT8],
     MimeType.TIFF: [SampleType.UINT8, SampleType.UINT16, SampleType.FLOAT32],
+    CustomMimeType.ZARR: [SampleType.UINT8, SampleType.UINT16, SampleType.FLOAT32],
+    CustomMimeType.NETCDF: [SampleType.UINT8, SampleType.UINT16, SampleType.FLOAT32],
 }
 
 sample_types_to_bytes = {
@@ -53,6 +78,8 @@ def get_unsupported_mimetype_message(self):
 supported_mime_types = {
     ProcessingRequestTypes.BATCH: {
         "gtiff": MimeType.TIFF,
+        "zarr": CustomMimeType.ZARR,
+        "netcdf": CustomMimeType.NETCDF,
     },
     ProcessingRequestTypes.SYNC: {
         "gtiff": MimeType.TIFF,
@@ -62,6 +89,6 @@ def get_unsupported_mimetype_message(self):
 }
 
 supported_mime_types_error_msg = {
-    ProcessingRequestTypes.BATCH: "Currently only GTIFF is supported.'",
-    ProcessingRequestTypes.SYNC: "Currently supported formats are GTIFF, PNG or JPEG",
+    ProcessingRequestTypes.BATCH: "Currently supported formats are GTIFF, NETCDF and ZARR.",
+    ProcessingRequestTypes.SYNC: "Currently supported formats are GTIFF, PNG and JPEG.",
 }
diff --git a/rest/processing/sentinel_hub.py b/rest/processing/sentinel_hub.py
index 1cd03631..6f05d9a1 100644
--- a/rest/processing/sentinel_hub.py
+++ b/rest/processing/sentinel_hub.py
@@ -8,6 +8,7 @@
 
 from buckets import BUCKET_NAMES
 from processing.processing_api_request import ProcessingAPIRequest
+from processing.const import ShBatchResponseOutput
 
 
 class SentinelHub:
@@ -111,7 +112,10 @@ def construct_data_processing(self, resampling_method):
 
     def construct_output(self, width, height, mimetype):
         output = {
-            "responses": [{"identifier": "default", "format": {"type": mimetype.get_string()}}],
+            "responses": [
+                {"identifier": ShBatchResponseOutput.DATA.value, "format": {"type": mimetype.get_string()}},
+                {"identifier": ShBatchResponseOutput.METADATA.value, "format": {"type": "application/json"}},
+            ],
         }
         if width is not None:
             output["width"] = width